#agentic

Meet Qwen3.6-35B-A3B：Now Open-Source！🚀🚀 A sparse MoE model, 35B total params, 3B active. Apache 2.0 license.

↯ Qwen 3.6moeqwenagentic

Meet Qwen3.6-27B, our latest dense, open-source model, packing flagship-level coding power! Yes, 27B, and Qwen3.6-27B punches way above its weight.

↯ Qwen 3.6qwenagentic

The culmination of a decade of development, TPU 8t and TPU 8i are custom-engineered to power the next generation of supercomputing with efficiency and scale. https://blog.google/innovation-and-ai/infrastructure-and-cloud/google-cloud/eight…

agentic

Honestly, they are a full pack now. A few hours ago, they released Claude managed agents which lets you build long-running, autonomous agentic systems plus with their new suite of apis, engineering teams can harness Claude's exponential po…

↯ Anthropic Mythosmythosagentic

https://cloud.google.com/blog/products/compute/tpu-8t-and-tp...

agentic

openclawcodexagentic+1

Qwen Studio offers comprehensive functionality spanning chatbot, image and video understanding, image generation, document processing, web search integration, tool utilization, and artifacts.

↯ Qwen 3.6qwenagentic

The good, bad, and ugly of coding with agents here: https://leaddev.com/ai/addictive-agentic-coding-has-developers-losing-sleep “I’m coding into later hours of the day not because I’m told to do so, but because I can’t get myself to get up…

agentic

For context: I'm a software eng @ a fortune 500/FAANG tier company. We use AI.

agentic

https://huggingface.co/unsloth/Mistral-Medium-3.5-128B-GGUF Mistral Medium 3.5 128B Mistral Medium 3.5 is our first flagship merged model. It is a dense 128B model with a 256k context window, handling instruction-following, reasoning, and…

↯ Mistralmistralagentic

Earlier generations showed iterative improvement as the instruction set was matured around agentic limitations. We've immediately regressed back to square one with Opus 4.7, and the model is not afraid to admit to it.

↯ Opus 4.7opusagentic

moedeepseekqwen+1

WARNING: wait before download from HF: I just realised my upload of the new versions with the additional fix in the chat template has not completed yet. I will remove this warning once done The recent PR to llama.cpp bring MTP support to Q…

↯ Qwen 3.6qwenllamaagentic+2

agenticanthropic

Anthropic put out an 18-page report on agentic coding trends. Skimmed it expecting the usual hype but a few things actually caught me off guard The biggest one: devs use AI in ~60% of work but only fully delegate 0-20% of tasks.

↯ Copilotcopilotagenticanthropic+1

Hey everyone, I opened up Codex today and was greeted by this massive list of unreleased and internal models. I managed to get a screen recording of the dropdown right before OpenAI seemingly realized the mistake and patched it out.

↯ GPT 5.5gpt-5codexagentic+1

Our latest model, Claude Opus 4.8, is an upgrade to our Opus class of models, with stronger performance across coding, agentic tasks, and professional work, and the consistency to handle long-running work.

↯ Opus 4.8opusagentic

Turboderp has a been on an absolute tear recently, in the endless battle to cram new llamas into smaller, faster boxes. We started off last month with the release of gemma 4 support, and continued with improved caching efficiency.

↯ Gemma 4gemmaagentic

Multi-agentic Software Development is a Distributed Systems Problem (AGI can't save you from it) Recently, I've been thinking a lot about scaffolding and languages for managing systems of LLMs coordinating with each other — new programming…

agentic

I have a personal eval harness: A repo with around 30k lines of code that has 37 intentional issues for LLMs to debug and address through an agentic setup (I use OpenCode) A subset of the harness also has the LLM extract key information fr…

↯ Qwen 3.6gemmaqwenagentic

Introducing FlashQLA: high-performance linear attention kernels built on TileLang. 2–3× forward speedup.

qwenagentic

Anthropic recently published an incredibly deep breakdown analyzing millions of real human-agent tool calls across their public API, and they shared a breakdown of where these agents are being deployed. They said “Software engineering make…

agenticanthropic

TL;DR Results from the title are for single inference with 2 prompt of 1k and 15k tokens. So no MTP (as it’s slower for big prompt), no DFlash (working too but slower for big prompt), no quant used (full precision wanted) and the results a…

↯ Qwen 3.6vllmqwenagentic+1

AI models are changing quickly: the best model to use for agentic coding today might in three months be a completely different model from a different provider. On top of this, real-world use cases often require calling more than one model.

agentic

The timing is funny because I was thinking about this all week, and the SpaceX announcement was the final nail in the coffin. I switched to pi for agentic coding, and it’s sooo good.

cursoragentic

Docs · Demo · Issues agent-qa Open-source Agentic QA Harness with Memory Write tests in natural language. agent-qa runs them across web and mobile with execution memory, catching regressions before release.

agentic

looks like you can run it on any potato (A1B)! https://huggingface.co/LiquidAI/LFM2.5-8B-A1B-GGUF from LiquidAI: LFM2.5 is a new family of hybrid models designed for on-device deployment.

vllmmoellama+1

LDR maintainer here. Thanks to the strong support of r/LocalLLaMA community LDR got very far.

↯ Qwen 3.6tool-callingollamaopus+1

Just posted this in r/ClaudeCode , thought I'd come to a different flavoured echo chamber and see what the cursor community makes of my experience. Note I've not upgraded to cursor v3 yet, and I don't know if I want to.

↯ Cursor 3cursoragenticclaude-code

⚡️ Built for agentic and long-context workloads. 💡 KVarN delivers 3-5x more KV-cache capacity and up to ~1.3x the throughput of FP16, so you fit far longer contexts and serve more concurrent requests, with FP16-level accuracy.

vllmagentic

Just a little reminder that *if* it is possible for you to run bigger quants, do it. I ran Qwen 3.6 IQ4_XS at 128k context was very much disappointed because it would loop, make formatting errors, implement wrong things etc.

↯ Qwen 3.6qwenagentic

Qwen3.6-35B-A3B and 9B are officially on the public Terminal-Bench 2.0 leaderboard! little-coder × Qwen3.6-35B-A3B hit 24.6% (±3.2), and now land above Gemini 2.5 Pro on Gemini CLI (19.6%) and Qwen3-Coder-480B on Terminus 2 (23.9%).

geminiagentic

We present GLM-5V-Turbo, a step toward native foundation models for multimodal agents. As foundation models are increasingly deployed in real environments, agentic capability depends not only on language reasoning, but also on the ability…

glmagentic

↯ Qwen 3.5gemmaqwenagentic+1

----START HUMAN TEXT---- Hi all, I've seen a bunch of posts about squeezing 27B onto a 24GB card and all the quantization tricks involved in doing so. It's all amazing work, but at the end of the day a quantized model with quantized KV wil…

↯ Qwen 3.6qwenagentic

xAI has launched Grok 4.3, achieving 53 on the Artificial Analysis Intelligence Index with improved agentic performance, ~40% lower input price, and ~60% lower output price than Grok 4.20 The release of Grok 4.3 places just above Muse Spar…

↯ Hallucinationhallucinationgrokagentic

Just found out about this and had to share because almost nobody is talking about it yet. If you are tired of paying for AI courses or getting hit with paywalls just to get a certificate, Anthropic (the creators of Claude) quietly dropped…

model-context-protocolmcpagentic+2

medium.com Performing security verification This website uses a security service to protect against malicious bots. This page is displayed while the website verifies you are not a bot.

agentic

This post will have a slight old-man-shakes-fist-at-sky vibe, because….well… I’m older, so if you’re not into that, then please feel free skip it. I have been contributing to this sub for like 3 years now but I’m fearful this post will lik…

↯ Qwen 3.6agentic

mii-llm just released a detailed technical report on the development of the Zagreus and Nesso model families: a set of 0.4B parameter language models trained from scratch with a focus on edge deployment, multilingual capability, and Europe…

agentic

10 Lessons for Agentic Coding What should we do when code is cheap? Lately, this blog has featured a lot of writing about agentic coding.

agentic

The Artificial Analysis Coding Agent Index includes 3 leading benchmarks that represent a broad spectrum of coding agent use: ➤ SWE-Bench-Pro-Hard-AA, 150 realistic coding tasks that frontier models struggle with, sampled from Scale AI’s S…

↯ Swe Benchswe-benchagentic

Models compared: Qwen3.5-27B-UD-Q5_K_XL gemma-4-31B-it-UD-Q5_K_XL Main flags for boths --flash-attn on \ --n-gpu-layers 99 \ --no-mmap \ -c 150000 \ --temp 1 --top-p 0.9 --min-p 0.1 --top-k 20 \ --ctx-checkpoints 1 \ --jinja \ -np 1 \ --re…

↯ Qwen 3.5gemmaagentic

I've seen so many rag this, memory that projects. What projects are people actually using day to day for agentic workloads.

ragmcpagentic

We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices.

↯ Tool Use↯ Function Callingfunction-callingtool-usegemini+1

Hi HN, we’re Sai and Aayush, and we’re building Hypercubic (https://www.hypercubic.ai/), bringing AI tools to the mainframe and COBOL world. (We did a Launch HN last year: https://news.ycombinator.com/item?id=45877517.) Today we’re launchi…

agentic

I switched back to Cursor this week after using antigravity + claude code for almost 6 months and I had almost forgotten how good cursor autocomplete is. I am still someone who likes to make manual edits, write markdown docs myself and not…

cursoragenticclaude-code

↯ Qwen 3.6moellamaagentic

I think I’ve finally settled on a Cursor workflow that actually makes sense for me in terms of cost, quality, and control. Posting this because the whole model/usage story is confusing as hell, and this is the first setup that’s felt stabl…

cursoropusagentic

What stood out to me isn’t just the model itself, but how quickly they shipped another one after Ling-2.6-Flash. Ling-2.6-1T seems to be positioned more around stronger agentic ability than a totally different direction.

agentic

been seeing a lot of people hook up claude code directly to a local obsidian vault lately. for a personal workflows, it’s honestly really really good.

agenticclaude-code

Just spent the whole morning testing GPT-5.5 in ChatGPT and the jump in agentic reasoning and complex task handling is ridiculous.It plans multi-step workflows, uses tools properly, checks its own work, and actually gets stuff done instead…

↯ GPT 5.5gpt-5agenticchatgpt

​ Introducing LabOS². An early look at autonomous cell culture, as a long-horizon physical AI workflow for biomed.

agentic

LLM-based Multi-Agent (LLM-MA) systems are increasingly applied to automate complex software engineering tasks such as requirements engineering, code generation, and testing. However, their operational efficiency and resource consumption r…

agentic

Hey HN, we’re Shalin & Kanyes, best friends who've been hacking together for 10+yrs, and now founders of Hyper (https://heyhyper.ai/). Hyper is a shared “company brain” that plugs into information flowing inside a company to make AI agents…

mcpagentic

I wanted to know how much of a coding agent's performance came from the model and how much came from the harness, so I vibed a setup to allow me to test multiple agentic harnesses/model combinations on the same task. ALl the images above a…

↯ Copilot↯ Qwen 3.6copilotagentic

Seeing alot of posts here about AI agents built for financial institutions but I think the bigger shift is AI agents doing the banking for you not for the bank. I run a small dev shop and saw a blog about opening a bank account with AI thr…

agentic

This is a project that I have been building for a while now, YourMemory is a solution to agentic memory which focuses on pruning of noise rather than hoarding of data. In the current state of agentic memory most of the context is stored in…

ragagentic

I dont have good experience running q4_k_m, the difference to q6 is "a few errors an hour" to " a few errors every couple of days". Edit: How it fails?

↯ Qwen 3.6qwenagentic

I was experimenting with a self-optimizing agentic pipeline to climb the benchmark leaderboard (TerminalBench). On a 10-task subset, I got the performance to rise from ~30% → ~90%.

agentic

Hey HN! We’re Gary and Ian, and we’re building Chert (https://www.trychert.com/), an API for businesses to send, receive, and automate iMessage conversations at scale.

agentic

I benchmarked vision-capable LLMs (the "just attach the PDF and let the model read it" pattern) against OCR-based pipelines on 30 long, image-heavy PDFs from MMLongBench-Doc (https://github.com/mayubo2333/MMLongBench-Doc). There were 171 q…

↯ Sonnet 4.5ragsonnetagentic

A few weeks ago, ARC-AGI 3 was released. For those unfamiliar, it’s a benchmark designed to study agentic intelligence through interactive environments.

arc-agiagentic

Anthropic dropping 13 completely free official courses with certificates is an absolute godsend for the community. But let’s be real: half of us are going to power-speed through the developer modules, download the PDF, and immediately upda…

mcpagenticanthropic+1

One way I like to test new models, is by one-shoting (with a good prompt) a single webpage clone of the classic arcade game pacman. I usually do 3 attempts and keep the best one.

↯ Qwen 3.6glmqwenagentic+2

33B A3B MoE, Apache 2 licensed. Reported agentic results put it about level with Qwen 3.5 35B A3B, behind the 3.6 version.

↯ Qwen 3.5moeqwenagentic

Claude is getting worse, according to Claude Brief outage follows growing number of quality complaints Once the AI darling of programmers everywhere, Anthropic's Claude has been stumbling mightily, both in terms of cost and perceived quali…

agenticanthropicclaude-code

Kept Kept saves your AI conversations as local Markdown files, then gives you a desktop app to search, browse, connect, and reuse them. It works with ChatGPT, Claude, Gemini, Grok, and Kimi.

grokgeminiagentic+1

I run Qwen-3.6 27B FP8 on vllm for long-horizon agentic coding harness workloads with high context window and concurrent sub-agents. On two 3090s that aren’t used for anything else, it seems reasonable to expect a good balance between spee…

↯ Qwen 3.6vllmqwenagentic

I recently came across a agentic skill which lets claude code join meetings and got access as a early user from a product hunt group and I would like to share my experience on using it. The skill lets you join google meet, teams or zoom.

agenticclaude-code

Hi everyone, at Hugging Face we've been developing agentic harnesses for various domains and today we're releasing physics-intern to tackle research-level problems in theoretical physics. It's a multi-agent framework which we designed to m…

↯ GPT 5.5gpt-5geminiagentic

Five Eyes agencies just issued the first coordinated multi-nation security ruling on agentic AI. CISA, NCSC, and their Australian, Canadian, and New Zealand counterparts co-published guidance telling organizations to prioritize resilience…

↯ Securitysecurityagenticanthropic

keep seeing the same pattern across agent projects. we're good at building agents that find information, but the moment we ask them to actually do something (update a crm, trigger a payment, touch a production database), things grind to a…

ragagentic

We run superglue, an OSS agentic integration platform. Last week I talked to a founder of another YC startup.

agentic

Agent demos are easy. Production agents are hard.

↯ Hallucination↯ Tool Usetool-usehallucinationagentic

Agentic management software is all the hype today: What started with Moltbot and OpenClaw now has a lot of competition: ZeroClaw, Hermes, AutoGPT etc. These systems work well and allow you to train and build generic agent loops that are ge…

openclawagentic

Qwopus3.5-9B-coder is specially optimized and fine-tuned for high-performance 🤖 Agentic Coding, complex Tool Calling, and logical reasoning. 💡 Why the 9B Dense Model?

↯ Fine Tuning↯ Qwen 3.5fine-tuningagentic

I tested the new ChatGPT 5.5 with Blender, and it was surprisingly capable. It created 3D scenes, fixed modelling issues, searched for missing resources, and improved the scene step by step.

agenticchatgpt

↯ Qwen 3.6codexagenticclaude-code

↯ Copilot↯ Coworkcoworkopenclawcopilot+3

↯ Qwen 3.6clineqwenllama+1

I’ve been experimenting with how information consumption changes in an agentic internet, and this setup has been surprisingly powerful. Instead of scrolling feeds or relying on algorithms, I set up agents that roam the web based on my pref…

agenticclaude-code

so I've been running some complex agentic refactors and these sessions go 6+ hours because the agent is grinding through a massive legacy codebase, and I can't really walk away. close the laptop and the process dies. re-initializing takes…

agentic

Hi, so I have grasped a lot of theory about building agentic systems but I want to apply it am get my hands dirty. Which framework should I start with as an individual learner, since there are a lot of them I am kinda confused.

agentic

I've been testing other models but it seems like nothing even come close to Qwen3.6 35B A3B for agentic use. The worse I'd get is a loop sometimes, while Gemma4 produced broken tool calls occasionally and I couldn't even get GLM 4.7 Flash…

↯ Qwen 3.6glmmoeagentic

Hey HN, We're Gus and Carlos from Runtime (https://runtm.com). We're building infra that lets your whole team (including non-engineers) ship with Claude Code, Codex, and other agents without engineering having to handhold every session.

codexagenticclaude-code

Got Qwen3.6 27B running on my newly assembled 4x 3090 rig (s/o 3090-club) and I'm trying to get the people in my house to adopt the local workflow. Open WebUI has improved a lot in the recent updates, but I still found it pretty rough for…

↯ Qwen 3.6agenticchatgpt

could not extract summary

geminiagentic

Everybody here is posting their optimizations for running different models - thats good but make these benchmark realistic as speed is not one factor to run llm effectively. Context size is key - with agentic/coding/rag work you need to ha…

ragagentic

Tendril A self-extending agentic sandbox that demonstrates the Agent Capability pattern — where the model discovers, builds, and reuses tools autonomously across sessions. Built with AWS Strands Agents SDK and Tauri.

agentic

Hi, I'm trying to run Qwen 3.6-35B on my RTX 3090 (24 GB of VRAM) but I'm not sure about 2 thing: - Which variant of the model to use ? (Q4_K_S, Q3_K_XL, other ?

↯ Qwen 3.6qwenllamaagentic

I have been watching agentic commerce closely and it is interesting. AI agents are picking products for people now, and it's wild.

agentic

Hello, I've been on a quest to get something "close enough" of Opus 4.5 running locally, for agentic coding, as SWE with 15 years of experience. I tried with one spark (yeah I'm calling my Asus Ascent GX10 sparks - they're the same), with…

↯ Qwen 3.5minimaxqwenopus+1

I made this image (with nanobanana 2.0) to illustrate what I think is happening in the current AI race. Right now, there's a heavy decline in quality and access to AI tools.

agentic

Everything I learned the hard way — 6 weeks, no sleep :), two environments, one agent that actually works. The Story I spent six weeks building a personal AI agent from scratch — not a chatbot wrapper, but a persistent assistant that manag…

agenticclaude-code

struggling with a bit of a reality check lately and wanted to see if anyone else is running into this. been pitching agentic workflows for a while, and I've realized that leading with the tech - the orchestration the RAG, the "intelligence…

ragagentic

A month ago, I experimented with a very basic home-rolled agent loop with a handful of tools and found it worked surprisingly well in spite of how crude it was: https://www.reddit.com/r/LocalLLaMA/comments/1sl7f8e/homerolled_loop_agent_is_…

agentic

Feels like every week there’s a new “AI agent” startup or enterprise rollout. Curious which industries are actually adopting Agentic AI the fastest in real-world workflows, customer support, finance, healthcare, dev tools, operations, etc.?

agentic

Hey everyone, I've been playing around with Gemma4 and Qwen3.6 on my 32Gb Macbook Pro M2 Max since their release but I'm struggling at finding: The best software to run it (oMLX, llama.cpp, ...) The best model + quant to pick The best sett…

↯ Qwen 3.6llamaagentic

I’ve been building Uisato Studio, a workflow-based AI creation platform for audiovisual work. This is the Music Video mode: upload an image + audio, and the system analyzes the input, generates visual direction, creates clips, handles b-ro…

agentic

dicking around with the new mtp speculative decode with qwen3.6 27b, and it’s great. but for agentic coding i’ve seen significant improvements from ngram, because a decent fraction of the time (e.g.

↯ Qwen 3.6llamaagentic

Something interesting happening on GitHub trending: Agentic infrastructure repos are growing faster than anything else right now. Today's top three by 24h growth: obra/superpowers: +2.9k stars (agentic skills framework, methodology for sof…

openclawcodexcursor+2

https://preview.redd.it/dfqed57qgsvg1.png?width=1706&format=png&auto=webp&s=3859209698d2e844e2731326e355d60928658f8a The most fun part was reasoning, here is a gist: https://gist.github.com/anzax/5f06716c66180013cd715f6c2e5848df There is a…

↯ Qwen 3.6qwenagentic

⏚ OpenHack Open Source Agentic Security Scanner & Verifier for your codebase. Like Claude Code Security / Codex Security but open source and exclusively uses open source models.

↯ Opus 4.6↯ Opus 4.6codexopusagentic+1

Open Agent Tools Coder Open Agent Tools (oats) enables small-to-large self-hosted ai models to use local source code when running tool-calling agentic workloads. We actively data mine 20,970+ (2+ TB) popular github repos using large and sm…

tool-callingagentic

I removed mmproj file from models to remove vision and save my vram. But just curious, is this really don't affect its text ability?

↯ Qwen 3.6qwenagentic

The cloud security company I work for, Sysdig, launched “Headless Cloud Security” last week. The short version: as attacks get faster and more automated, security tooling is going to need to evolve beyond dashboards and humans clicking thr…

cursormcpagentic+1

More than half of all LLM tokens now go to writing code - and coding agent adoption is growing rapidly across the enterprise. In this whitepaper, co-authored with Lovable, we show how AIUC-1 addresses the unique risks of agentic development

agentic

Many companies today provide AI simply as a chatbot inside their apps: You type in (or dictate) what you want it to do, and the AI bot goes and tries to do it. Still, the experience tends to feel clunky.

agentic

Hi. It is quite a consensus that the "jump" in quality of agentic development happened sometime in December 2025, transforming from "nice to have", to actually performing.

↯ Opus 4.5opusagentic

When we started Roo Code in late 2024 by forking Cline and adding what's now widely known as dangerously-skip-permissions, agentic coding was rough and experimental. But Roo Code took off fast: 3 million installs, a passionate community, r…

clineagentic

I work for a fairly large company (1000 devs). My team has 6 members.

agentic

Today, we’re excited to give you a sneak peek of our support for shared compression dictionaries, show you how it improves page load times, and reveal when you’ll be able to try the beta yourself.

agentic

Tuning search is tricky, and the tools of yesterday are good but require lots of effort and data to get right. In this post I'm going to introduce purpose-built agentic LLMs for searching and reranking, which are an easy drop-in solution f…

agentic

2026-6-4 Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning NVIDIA Abstract. We introduce Nemotron 3 Ultra, a 550 billion total and 55 billion active parameter Mixture-of-Experts Hybri…

moeagentic

In the latest sign of AI’s growing footprint in online commerce, Robinhood announced on Wednesday that users can now instruct agents to make purchases on their behalf using the Robinhood Gold card. To illustrate the potential of agentic sh…

agentic

we're running an agentic pipeline that does multi-modal file processing - large files, often hundreds of mb per request. The actual agent logic works fine.

agentic

been digging into agentic workflows for specialized image processing and high-stakes data triage, and honestly have problems with trust. you've probably seen the pattern.

agentic

https://preview.redd.it/p0rqofxvrtzg1.png?width=1460&format=png&auto=webp&s=8ce5b18b4ddaad9b71f71fd8eb623839fc9c6c8b For weeks I've been working on creating the fastest local AI engine for Apple Silicon... And I finally did!

↯ Qwen 3.6agentic

the traditional ATS is predictable and cheap to run. it's a known quantity.

agentic

been creating a multi-agent setup for b2b outreach (linkedIn + email) and the moment I swap a human-managed inbox for an agentic one, "fast" usually ends up meaning a 24-hour batch cycle. fine for some use cases, but I actually want instan…

agentic

we got it good boys! how many of you are doing this??

↯ Gemma 4gemmaagentic

I see many people giving their opinion based on what they previously saw or based on others and making their own opinion. Even though they don't test models thoroughly, they still give their option which is so frustrating.

↯ Gemini 3.5geminiopusagentic

We took a recently released Bonsai 1.7B ternary model from PrismML (https://github.com/PrismML-Eng/Bonsai-demo) and ran our agentic evolution search on it for 6 hours to optimize the Metal kernels. The search was fully autonomous.

llamaagentic

we've been testing agentic AI for inventory replenishment and exception handling. the goal was to get past simple "if-then" rules and have agents actually weigh trade-offs, like margin vs.

agentic

Lovable ($400m ARR, 200k projects built per day) opened our first US hub in Boston, and we're looking for a highly skilled GTM Engineer to be the founding technical member of our enterprise GTM function there. You'll build scalable agents,…

agentic

With how often we hear about su​​pply-chain attacks​ on npm I am hesitant to install any apps that use it, let alone something like an agent harness that will run constantly unsupervised.

agentic

Hi HN, We’re excited to share gcx, a new CLI we’ve been building for Grafana Cloud. With the rise of agentic coding tools like Claude Code and Codex we're building faster than ever, but these agents are often blind to what’s actually happe…

codexagenticclaude-code

agentic

There's a lot of movement around AI regulation right now (EU AI Act, US frameworks, etc.), but in practice many of these governance models don't survive contact with real, agentic systems. I've been digging into why compliance frameworks t…

agentic

Claude Code [![npm]](https://www.npmjs.com/package/@anthropic-ai/claude-code) [npm]: https://img.shields.io/npm/v/@anthropic-ai/claude-code.svg?style=flat-square Claude Code is an agentic coding tool that lives in your terminal, understand…

agenticanthropicclaude-code

SID-1 is an agentic search model that is 24x faster than GPT-5.1-high, 374x cheaper than Sonnet 4.5, and achieves 1.9x higher recall than traditional RAG pipelines. Here's how we trained it using large-scale RL on turbopuffer.

↯ Sonnet 4.5gpt-5ragsonnet+1

Hi all, Over the last 2 years, I’ve built around 10-15 LangGraph agents for very specific tasks in our company. But lately, it feels like all that work isn’t really maintainable for a single AI/agent engineer.

mcpagentic

Part 2 of a series on why Spectral and SCALE exists. In Part 1, I argued that cross-vendor portability in accelerated computing must be delivered by a company, rather than a committee, because the implementation is the standard.

agentic

The architecture of "Agentic Twins": How Avatar.inc is using OpenClaw to build verifiable AI agents. There is a massive gap in the agent ecosystem right now: capability vs.

openclawagentic

been working with a tier-1 diagnostic imaging network that ran into a straightforward problem: scan volumes jumped 22%. the obvious answer is to license a saas tool.

agentic

We'll be getting those features(check bottom link) on mainline soon or later anyway. But for now this fork could be useful to see the full potential of our poor GPUs(and also big, large GPUs).

↯ Qwen 3.6gemmaagentic

AIUC -1 A L O V A B L E × A I U C - 1 W H I T E P A P E R Se tt ing the st anda rd f or age nt ic de vel opm ent How AIUC -1 evo lved to add ress the un iqu e challe nge s of age nt ic de vel opm ent — and why Lov able will be the fi rst c…

agentic

Been running an agent-heavy workflow on a mid-size TypeScript monorepo for about six months. Orchestrator on top, sub-agents for codegen, a human (me, mostly) writing specs and reviewing diffs.

agentic

First Agentic IDE, Open-Source Every agent, terminal, and repo on one infinite canvas. See and control everything from any device.

agentic

Hey all, our small team just launched Friday Studio and we'd genuinely love any feedback you have. It's an AI runtime that turns prompts, skills, and tools into repeatable configurations that you can reliably run and share.

agentic

Lasso Security ran a study in 2024 — they measured frontier models suggesting fake package names about a fifth of the time. The follow-up problem: attackers have started registering the most-commonly-hallucinated names with malicious code…

↯ Securitysecurityagentic

___ ___ __ | || |/ \| | | | / \ \ \ / / | __ | (_) | |__| || () \ \/\/ / ||||\/||\/ \/\/ This repo is three agents running on qwen3.5:9b on your machine, picking their own goals, writing and deploying their own tools, forming opinions abou…

↯ Qwen 3.5agentic

So... there were a couple promising benchmark scores reported by mistralai in the model card for Mistral 3.5 Medium, BUT there wasn't the one that I usually care about the most, which is TerminalBench 2.0.

↯ Mistral↯ Mistral 3.5mistralagentic

edit for credit: trash on X

agentic

So for my project I was using up until now either Gemini 3 / 2.5 Flash or Flash-lite. All my use cases are not agentic, simply LLM workflows for atomic tasks like extracting references from the law, classifying, adjusting titles to nominat…

↯ Gemini 2.5gemmageminiagentic

Anthropic shipped Opus 4.7 yesterday. The headline numbers are real: 64.3% on SWE-bench Pro (up from 53.4%), best-in-class on MCP-Atlas at 77.3% for multi-tool orchestration, 14% improvement on multi-step agentic reasoning, and one-third f…

↯ Swe Bench↯ Opus 4.7swe-benchopusmcp+2

I tried co pilot and windsurf but they weren't satisfying. Co pilot being not smart and windsurf too slow (I tried with free tiers).

↯ Windsurfwindsurfcursoragentic

Two LLM UI Patterns That Aren't Chat Intro Chat is still the default LLM interface, and for most cases that's fine. Agentic harnesses are still built around a single linear conversation at their core.

agentic

Hi all! Together with a friend (and Claude Code) we built this project for fun.

agenticanthropicclaude-code

mapping out the production architecture for an ai agent system in a heavily regulated environment (compliance-heavy, structured reporting requirements). the agent operates in a high-stakes workflow, so every automated suggestion or flag ne…

agentic

Trained a prompt injection classifier using ml-intern + DeepSeek v4 Flash. DistilBERT, F1 99%, ONNX int8, ~65 MB, runs in browser with Transformers.js v3.

↯ Security↯ DeepSeek 4prompt-injectionsecuritydeepseek+2

There's an increasingly popular way to ship complex extensions for agentic work, that is specific to Claude Code, which is Code plugins. For example here's deep-wiki by Microsoft, a plugin to create a wiki from analyzing your project's rep…

agenticanthropicclaude-code

spent a lot of time on agent architecture for mission critical environments. getting an agent to browse the web or draft an email is trivial compared to deploying one where a hallucination carries real legal or physical consequences.

↯ Hallucinationhallucinationagentic

AI Engineer Coach better agentic engineering. Analyze your AI coding assistant usage — any harness, one dashboard.

↯ Copilotcopilotcodexagentic

Teaching Claude why Last year, we released a case study on agentic misalignment. In experimental scenarios, we showed that AI models from many different developers sometimes took egregiously misaligned actions when they encountered (fictio…

agentic

Are you using an open source version, hosted product or maybe you have rolled your own? What is working, what is missing, and how are you evaluating the usefulness of memory for your agentic projects?

agentic

The same question lands on this sub a few times a week, and the standard answers (RAGAS, DeepEval) are correct but stop one layer short of what you actually need once your app leaves a notebook. Wanted to lay out the full picture for anyon…

ragagentic

Both Gemma 4 and Qwen 3.6 seems to be the hottest local models right now. Looking at the benchmarks and reviews, it seems like it's better in every way: coding, benchmarks, agentic tasks.

↯ Qwen 3.6gemmaqwenagentic

could not extract summary

agentic

I’ve been building an infrastructure layer for agents that treats the LLM like a process, not a chatbot. It’s called Hollow AgentOS.

agentic

For agentic technology to scale, it needs to work for everyone. That’s why over the last few months, we’ve shared new open commerce and payments standards to serve as the building blocks for the future of AI shopping.

agentic

Hi HN, I built VT Code, a semantic coding agent. Supports all SOTA and open sources model.

model-context-protocolollamagemini+4

Level Up Your Agents: Announcing Google's Official Skills Repository Megan O'Keefe Senior Staff Developer Advocate As AI models improve, technical practitioners are increasingly turning to agentic AI tools to build with Google Cloud produc…

agentic

When I started this newsletter, "harness engineering" was a term just starting to crop up. Now it's a household term in the community, and there's a lot of great material on it - most of it on building agentic systems with frameworks like…

agentic

agentic

agentic

↯ Qwen 3.5gemmaqwenagentic

↯ Fine Tuningfine-tuningvllmllama+1

↯ Coworkcoworkcodexagentic

What would you choose if you were in my shoes? How viable is 125k for agentic coding really?

↯ Qwen 3.6qwenagentic

For context, I'm developing a game runtime modifier and reverse engineering kit with an agentic operator baked in. Something like Cheat Engine with a VS Code-style UI and an AI-first tool-heavy agentic harness.

↯ Security↯ Opus 4.7operatorsecurityopus+1

I recently started getting a few leads, but I still do not feel like I fully understand how I should charge for what I do. What I do is basically a service as software model.

agentic

Hey HN, I'm Naveen, one of three co-founders building Mercury (mercury.build). We spent the last year in deploying AI agents for teams in large enterprises.

show-hnagenticclaude-code

Hey, This month I hit $1,200 in Claude API costs inside Cursor (Opus 4.6 + Sonnet 4.6) on top of the $200/mo Ultra plan. $1,400 total.

↯ Sonnet 4.6clinesonnetcursor+3

I’ve been working on the next version of Serverpod, an open-source backend written in Dart for the Flutter community. We are getting close to a final release.

agentic

Computex 2026: Are We Heading for the Agentic PC Era Yet? - EE Times Advertisement Skip to main content Aspencore networkNews & Analysis Products Design Tools About Us AspenCore Network News the global electronics community can trust eetim…

agentic

Introducing x402 Batch Settlement: High-velocity Agentic Commerce May 11, 2026 By: Cam Whiteside (Cloudflare), Carson Roscoe (Coinbase), Conner Swenberg (Coinbase), Josh Nickerson (Coinbase), Philippe d'Argent (Coinbase) TL;DR: The x402 pr…

agentic

At my last job I spent a year building an agentic coding platform used by hundreds of thousands of people. Along the way I tried building a hosting service on OpenClaw, and also ran Hermes myself for a while.

openclawagentic

MiniMax (official) @MiniMax_AI Introducing MiniMax M3: The First Open-Weights Model to Combine Three Frontier Capabilities - Coding & Agentic Frontier: 59.0% SWE-Bench Pro, 66.0% Terminal Bench 2.1, 34.8% SWE-fficiency, 28.8% KernelBench H…

↯ Swe Benchswe-benchminimaxagentic

MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding, and tool use.

↯ Tool Usetool-useminimaxagentic

Spitting Out the Agentic Kool-Aid One Sunday evening last June, three friends met in Vienna to relive the glory days: coding all night. This time, Claude joined them.

agentic

Visa has announced an undisclosed investment in AI coding platform Replit. The two companies are also exploring how to integrate Visa’s payment products into Replit, so that developers — and the AI agents they build — can accept payments d…

agentic

Hi HN, I built VAEN (an open source CLI) because I kept running into a boring problem with AI coding-agent workflows: the setup becomes useful, but then it is hard to move. A good, useful agentic harness consists of more than just instruct…

mcpagentic

saw the Q4_K_M vs Q6 thread earlier and the comments are talking past each other. "few errors per hour" vs "errors every couple days" sounds like a 24x difference.

agentic

LUML: One platform for the entire AI lifecycle Home Page | Discord | App | Documentation LUML is a platform for managing the complete machine learning lifecycle, from initial experiments to production deployment. It provides experiment tra…

agentic

Versatility of Exasol with Agentic Engineering Exasol is an analytical database. It’s built for joins, aggregations, window functions, and the kind of queries that chew through billions of rows before your coffee gets cold.

agentic

I built this because I kept seeing a very boring workflow play out at home. My girlfriend would write with Claude, paste the draft into Slop or Not (an app that I built), see what still looked AI-ish, tweak the prompt, paste the next draft…

↯ Opus 4.7opusmcpagentic

So far, I’ve tried Codex CLI, Claude Code, Gemini CLI, OpenCode, and recently, Pi with local models. Pi is the leanest of them all, with just four tools: read, write, edit, and bash.

qwengeminicodex+2

Articraft is an agentic system for scalable articulated 3D asset generation. A coding agent writes programs against an LLM-friendly SDK to produce simulation-ready articulated 3D assets from text descriptions.

agentic

Warning: long post ahead. On the bright side, it's 100 percent human-written, typos and all.

↯ Qwen 3.6moeagentic

I've been meaning to translate forum post type content for one of my partner's sites. Objective to open up the audience base.

deepseekagentic

MOST POPULAR EVENTS - Securing the Untrusted Agentic Development Layer Join us to learn how to architect a development environment where your builders and their agents can move fast and securely. - Toxic Flows: When Your AI Agent Skill Bec…

agentic

I found this model hiding in the corner of huggingface: https://huggingface.co/Max-and-Omnis/Nemotron-3-Super-64B-A12B-Math-REAP-GGUF Looks to be tuned specifically for math but i thought i'd give it a try since i cant run the full 12b nem…

agentic

When people talk about AI sandboxes today, they usually mean: - seccomp, seatbelt, or bubblewrap - containers built from namespace mappings, cgroups, and allowlists - hand-tuned profiles bolted onto the existing OS - some assemblage of the…

agentic

I have 2 years of experience doing data engineering and ai engineering, but I also have background in software engineering and machine learning in college due to my thesis. I've aways wanted to apply my computer science knowledge to my sid…

agentic

Figured this out by running 4 models: Claude Opus 4.6, GPT-5.4, Gemini 3.1 Pro, and Grok 4.20, on a benchmark of 1,417 binary forecasting questions resolving Oct–Dec 2025 with two evaluation conditions: agentic (each model does its own web…

↯ Gemini 3.1↯ Gemini 3.1grokgpt-5gemini+2

Curious which industries have actually moved beyond pilots and are using agentic AI in real production workflows. Are these systems driving measurable outcomes or still mostly augmenting existing processes?

agentic

Tested DeepSeek V4 Pro on FoodTruck Bench — our 30-day agentic benchmark where models run a food truck via 34 tools (locations, pricing, inventory, staff, weather, events) with persistent memory and daily reflection. First Chinese model to…

↯ DeepSeek 4grokgpt-5deepseek+2

Hi all, I'm an AI automation engineer who builds systems that replace manual work, scale outreach, and turn workflows into revenue. I have sent out working systems for managing leads to CRM, finding real estate deals, sorting emails with A…

ragagentic

Warp has come a long way since it initially set out to modernize the terminal. In the screenshot above, an agent is working through a plan alongside a developer's own shell commands — running its own commands, reasoning, proposing a diff —…

agentic

Hey Everyone, Over the last few months, I noticed a massive gap in how we learn about Agentic AI. There are a million theoretical blog posts and dense whitepapers on RAG, tool calling, and swarms, but almost nowhere to just sit down, run a…

↯ Fine Tuning↯ Opus 4.7↯ Function Callingfunction-callingfine-tuningrag+4

What’s a task that actually needs an agentic loop? I have shipped a handful of tools for myself including a morning brief, a research summarizer, and a couple extraction pipelines.

agentic

I've been building agentic systems for a while and wanted a more systematic approach to writing prompts. So I gathered papers, did some deep research and created guides on structure, format and prompting techniques.

agenticclaude-code

What's Missing in the ‘Agentic’ Story Friday, 24 April 2026 For much of the history of computing, it was reasonably safe to assume that a machine was doing what you told it to do (and what its creators promised it would do), because its op…

agentic

dpovllmagentic

As agentic AI explodes, Amazon doubles down on MCP At the recent MCP Summit in New York City, The New Stack sat down with Clare Liguori, Senior Principal Software Engineer at AWS and core maintainer of the open-source Model Context Protoco…

mcpagentic

Hello everyone, I have followed stevibe on X for a while after he released Tool Call 15, an easy to use benchmark to test the tool calling performance of various models. All you needed to do was to point the benchmark to an OpenAI compatib…

agenticopenai

Hey all, we’re a mid-sized company (~70 people) and currently planning to bring a lot of our workloads on-prem instead of relying on cloud APIs. The goal for the moment is to run small to mid-sized models in the range of 30B like Qwen3.6 o…

↯ Qwen 3.6ragagentic

On February 23, 2026, the AI safety community witnessed a definitive case study in agentic failure. Summer Yue, the Director of AI Alignment at Meta’s Superintelligence Lab, watched in horror as her OpenClaw agent began a "speedrun" deleti…

openclawagentic

Systems Engineering The Key To Building Agentic Software That Works In the early 1940s, Bell Labs was building the national telephone network, the most complex technical system in the world at the time. Millions of switches, cables, relays…

agentic

I've been on a hunt for a browser agent that can reliably handle daily agentic tasks: filling job applications, logging into sites and fetching data, making posts on my behalf, solving assignments and reporting results, and API/troubleshoo…

↯ Qwen 2.5ollamamcpagentic+1

Coinbase AgentKit Prompt Injection: Wallet Drain, Infinite Approvals, and Agent-Level RCE# Reported 13 days after Coinbase launched Agentic Wallets. Validated by Coinbase.

↯ Securityprompt-injectionsecurityagentic

agentic

agentic

An agentic model with Agentic Thinking. Today, we are officially releasing and open-sourcing our next-generation model, Nex-N2 — an agent model built for real-world productivity scenarios.

agentic

by guest blogger Kieran McCarthy On March 9, 2026, Judge Chesney granted a preliminary injunction in the case of Amazon v. Perplexity, concluding Amazon was likely to succeed on its CFAA and California Penal Code section 502 theories.

agentic

The internet just crossed a remarkable threshold. Agentic AI internet traffic now exceeds that of real humans for the first time.

agentic

Researcher GPT-5 Engineer Claude Critic GPT-5 Innovator Gemini Manager Context Guardian Agentic Workflow Architecture · v1.0 The future of AI Collec An R&D platform where differents AI agents collaborate under the supervision of a Context…

ollamagpt-5gemini+1

Hi HN, we’re Nick and Drew, and we’re building boxes.dev – the first cloud-only agentic dev environment (ADE) that gives every Codex and Claude Code agent its own cloud computer. We’re two engineers who previously built Gem (co-founder/CTO…

codexagenticclaude-code

A context layer puts your warehouse schema, joins, metric definitions, and business knowledge in one reviewable place so data agents query governed context instead of guessing field names. A look at how it works, and at ktx, the open-sourc…

agentic

Agentic customer service.100% open source. Meet Pilot Konversio's AI support agent Konversio gives teams an open AI support layer they can own and self-host.

agentic

Welcome to the first edition of ACW Monthly Brief. It's one email to catch you up on all the meaningful developments in agentic coding from the past month.

agentic

OpenSOP is an early open-source runtime/standard for executable agentic processes. You (or your agent) define a process in YAML, and OpenSOP exposes it as a typed REST API that agents and humans can both use.

agentic

RESP-compatible DBs and BetterDB Valkey · Redis · Dragonfly · BetterDB docs · semantic and kv/agentic cache demo Ask about Valkey, Redis, Dragonfly, or BetterDB Backed by live documentation with semantic caching and tool result caching. Wa…

agentic

And nobody gives a single fuck how it's built anymore. The previous motherfuckers spent a decade teaching you the holy commandments of clean code.

agentic

Hello there HN I experimented with agentic coding recently and I felt the need to track more contextual data by project. Also I felt the need to be able to go beyond the 1D chat to communicate with agents.

agentic

About Press Copyright Contact us Creators Advertise Developers Terms Privacy Policy & Safety How YouTube works Test new features NFL Sunday Ticket © 2026 Google LLC

agentic

Key Takeaways - Autonomous tools are now writing code, reviewing pull requests (“PRs”), and driving deployments across the software development lifecycle. - Standardizing on Claude Code and removing token limits improved output and quality…

agenticclaude-code

Exclusive | Amazon Strikes $6 Billion Deal With Snowflake for Agentic Computing Chips - WSJ Skip to Main Content Skip to... Select What to Read Next Most Popular News Most Popular Opinion Asia Dow 6311.60 -1.04% Nikkei 64978.67 -0.03% Hang…

agentic

tdlr; don't trust deep research out of the box by default, need prompts / skills / iteration to filter AI slop from sources [The purpose of this post is to report a example of the default deep research going astray and how I worked around…

agentic

In Codex GUI (e.g. on Mac; I'm not sure about other platforms as I don't use them), in the Claude Code GUI, and even in the open source Codex CLI (see https://github.com/openai/codex/tree/main/codex-rs/ext/goal/src ) -- there is a feature…

codexcursoragentic+3

Hey everyone, I just launched MotionX Studio (Link in comments). The premise is simple: Filmmaking is completely gatekept by money and highly technical skills.

agentic

Agyn is an open-source, Kubernetes-native agent runtime that moves AI agents like Claude Code and Codex from laptops to company infrastructure with the controls you actually need to run them in production. If you've been reading about Goog…

geminicodexmcp+2

TLDR: I’m considering buying 2 RTX 3060 12GB as opposed to single 24GB card to gain experience and need to know what can be realistically accomplished with this setup. Sorry in advance, I know you guys are probably tired of these kinds of…

agentic

LLM-driven web agents operating through continuous inference loops -- repeatedly querying a model to evaluate browser state and select actions -- exhibit a fundamental scalability constraint for repetitive tasks. We characterize this as th…

agentic

I gave Claude a genuinely hard problem today: a subtle bug somewhere in a video encoding ffmpeg pipeline, the kind where the output is slightly wrong and you can't tell which stage introduced it. I'd been stuck on it manually for a while,…

agentic

Foundry Security Spec An open specification for agentic AI security evaluation, from Cisco. Cisco's Advanced Security Initiatives Group has built and operated an agentic security evaluation internally across several iterations and deployme…

agentic

Disclaimer - this post was rewritten with AI based of my brain dump. Yet, I find it inspirational and useful.

agentic

AI cost crisis hits tech giants as employee 'tokenmaxxing' backfires, sparking corporate pullback at Microsoft, Meta, and Amazon — agentic AI eats up to 1000x more tokens than standard AI AI is getting too expensive. Many tech companies ar…

agentic

BIG Apex-Testing update! https://www.apex-testing.org/ The Real-World Agentic Coding benchmark has been (95%) updated with all recent models!

agentic

Does the inference speed below seem optimal for the hardware, or could there be further room for improvement ? I’ve been trying to use Qwen3.6 27b for agentic harnesses like Pi/Hermes.

↯ Qwen 3.6agentic

Cohere spent the past year deploying North, its enterprise AI workspace, with actual customers doing actual work. Agentic question answering over company file systems.

moeagentic

“A bad system will beat a good person [or agent] every time” ~Dr. William Edwards Deming (with apologies) I started vibe coding by writing prompts (often dictated into my phone), refining them with an agent in M365 Copilot, and creating ha…

↯ Copilotcopilotagentic

Hey HN, we’re Avi, Kiet, and Satya. We’re building Superset (https://github.com/superset-sh/superset), an open-source agentic IDE for running coding agents like Claude Code, Codex, OpenCode etc in parallel.

codexagenticclaude-code

I've been building agentic applications for around 2 years now. Started with loops, then moved onto langgraph + Assistant UI.

agentic

Recent large language models (LLMs) have demonstrated strong capabilities in understanding and generating code, from competitive programming to repository-level software engineering. In emerging agentic systems, code is no longer only a ta…

agentic

I've built an app using Claude/Claude Code, everything from the frontend to the backend. The app is actually functioning really well, tests are passing, and I have a small controlled group of testers that are actively using the app daily.

agenticclaude-code

Fully open-sourced, perfect for agentic browsing, works with Vercel's agent-browser and playwright.

agentic

I think many people are moving beyond "vibe coding" and building development harnesses using Agentic engineering. It’s true, I don’t write code myself anymore.

agentic

The Qwen3.6-27B MTP benchmarks that have been circulating put factual tasks at 62-70% acceptance vs code at 79-89%. Tool calls probably sit in that factual range or lower, structured output, constrained format, less predictable than pure c…

↯ Qwen 3.6agentic

The IMF published a formal note on agentic payments last month. One framing stuck with me more than the rest: "Payment systems must reconcile two fundamentally different design logics: the adaptive, probabilistic nature of agentic AI syste…

agentic

I’m on the Pro X20 plan, and after the latest Codex update / limit reset my weekly quota started draining much faster than before. In roughly one day of work, around 12 hours total, I went from a fresh reset to 52% remaining on the weekly…

codexagentic

Most AI video tools feel backwards. They start with the model.

agentic

I'd like to set up a local "software factory" on my laptop (M5 Max, 128GB). To do this, I'd like my agent to poll for new GitHub issues and work on them.

openclawagentic

Starting June 15, Claude subscribers get a separate monthly credit for Agent SDK and claude -p usage: $200/mo for Max 20x, $100 for Max 5x, $20 for Pro. Once you burn through it, programmatic usage stops unless you've opted into extra usag…

agenticanthropicclaude-code

Use the official channels plugin, and the teams agent in Claude code. CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1 /plugin marketplace add anthropics/claude-plugins-official /plugin install discord@claude-plugins-official /reload-plugins Discord…

agenticanthropicclaude-code

Synthesizing consistent and coherent long video remains a fundamental challenge. Existing methods suffer from semantic drift and narrative collapse over long horizons.

agentic

I'm on the Max20 plan, thinking about a setup before I sink time into it. Want to hear from anyone actually running it, not theorycraft.

↯ DeepSeek 4deepseekopusagentic+1

Agentic problem solving in its current state is very brittle. I fell in love with it, but it creates as many problems as it solves.

↯ Swe Benchswe-benchagentic

What I've learned designing agentic workflows for docs Back in 2024 I wrote that AI helps me remove boring work at the margins. This is fine for a lone writer, but how to scale this to an entire team of technical writers?

agentic

Hello HN! If you want to connect your agent to a database (say, to build a data analyst chatbot or any kind of agentic app) today you have 2 options: an SQL MCP server or a semantic layer.

mcpagentic

The problem with Telegram is, that it is not E2EE - so every message you send will end up *unencrypted* on their servers. Think about it - how often did you post the Gmail authentication URL or another API token in the Telegram chat?

openclawagentic

Looking for seed funding for a agentic solution that helps companies grow their business via hyper personalised curated content distributed to multiple Chanels and decrease CAC. This tool is for companies who are focused on their niche eg:…

agentic

I had itch to address long running task with Claude, where I wanted to see when its done working. And I wanted separate context flow for these alerts instead of using existing flow (phone, discord, telegram, etc) This is when idea born, sh…

agentic

The developer that created Redis, Salvatore Sanfilippo, has released a new project on GitHub named DS4. https://github.com/antirez/ds4/ The TL;DR on this one is getting DeepSeek V4 Flash running with a 1M context windows on Mac Metal hardw…

↯ DeepSeek 4deepseekagenticanthropic+1

devcontainer-mcp Give your AI agent its own dev environment — not yours. devcontainer-mcp is an MCP server that lets AI coding agents create, manage, and work inside dev containers across three backends: local Docker, DevPod, and GitHub Co…

mcpagentic

Hey r/AI_Agents ! I was using agent-browser to power my agentic workflow, and it worked great.

agentic

I gave this talk twice in one month: at O’Reilly’s Context Engineering Event and at Abi Aryan’s Maven course on LLM inference at scale. After being blasted with questions, I realized something: GraphRAG isn’t a retrieval algorithm, it’s a…

ragmcpagentic

As AI agents become more autonomous and persist memory across sessions (RAG indexes, conversation history, vector stores), there's a growing attack surface that most people aren't thinking about: memory poisoning.An attacker can plant mali…

↯ Securityprompt-injectionragsecurity+1

What I've noticed while using local LLM recently is that in most cases, bottlenecks occur not in decoding but in prompt processing. If the prompt processing speed is usable, in most settings (since it takes about 15k when starting based on…

↯ Qwen 3.6agentic

Agent Exchange (AEX) The NASDAQ for AI Agents A programmatic marketplace applying ad-tech economics for agentic AI services What Problem AEX Solves? As AI agents proliferate, enterprises face a critical challenge: the N×M integration probl…

agentic

Hey folks, looking for advice before I delete or keep a huge model file. I’m testing local coding/agentic workflows on an RTX 5080 16GB + 96GB RAM.

↯ Qwen 3.6moellamaagentic

About Press Copyright Contact us Creators Advertise Developers Terms Privacy Policy & Safety How YouTube works Test new features NFL Sunday Ticket © 2026 Google LLC

↯ Securitysecurityagentic

Claude Code has become the default agentic coding tool for a lot of developers, and for good reason. It understands a codebase, calls tools, edits files, and can plan multi-step tasks with very little handholding.

agenticanthropicclaude-code

Process Reward Models (PRMs) have achieved remarkable success in augmenting the reasoning capabilities of Large Language Models (LLMs) within static domains such as mathematics. However, their potential in dynamic data analysis tasks remai…

agentic

It feels like every new SaaS wrapper right now claims to be "agentic." But when you actually look under the hood, 90% of them are just hardcoded prompt chains with a couple of basic API tools thrown in. I’ve been spending a lot of time rec…

agenticclaude-code

A terminal-first development environment for agentic coding. Use Claude Code, Codex, Aider, and other CLI agents in a focused workspace.

aidercodexagentic+1

I've been developing a self-modifying Al agent system that effectively cut my Codex/Claude Code API usage in half, Codex makes a plan and then I basically just copy/paste Codex instructions for the agents to work on. Come back in 6 hours a…

↯ Qwen 3.5qwencodexagentic+1

Hey everyone! I've kinda new to Claude, I've only had few chats with it but nothing too deep like projects etc.

↯ Copilotcopilotagentic

Not for agentic coding but for help in conversational style write-ups like markdown documentation (not code-related). Constraints are 64GB unified memory, obviously local.

agentic

Hello Peeps Salman, Shuguang and Adil here from Katanemo Labs (a DigitalOcean company). Wanted to introduce our latest research on agentic systems called Signals.

agentic

by Kyle Hessling A hands-on benchmark of the Unsloth dynamic Q5 quantization, self-hosted on a single RTX 5090. 19 runs, 93.9 k generation tokens, across agentic reasoning, production-grade front-end design, and canvas / WebGL creative cod…

↯ Qwen 3.6agentic

We built Bawbel (https://bawbel.io), an open-source scanner for agentic AI components. Released v1.0.1 this week.

mcpagentic

Hey everyone, I’ve been working on a project to solve a major problem in AI security: Traditional SAST tools (Snyk, SonarQube, etc.) are blind to "Agentic Logic" bugs. They look for bad strings, but they don't understand how user data can…

↯ Securityprompt-injectionsecurityagentic

Hi HN, I'm a big fan of AI's ability to provide personalized tutoring. So, lately, I have been using my Antigravity IDE (you can use any agentic harness) for personal learning.

ragmcpagentic

About Press Copyright Contact us Creators Advertise Developers Terms Privacy Policy & Safety How YouTube works Test new features NFL Sunday Ticket © 2026 Google LLC

agentic

Sorry for this rant, but I feel like venting to someone. Recently I set up an agent on a cloud VPS.

agentic

Sharing an AI-native growth agents contest that feels very on-brand for this sub. VideoDB (infra for video/audio for AI agents) is running a 14-day sprint/contest called Growth Forge for 5 builders to design and ship a growth agent on top…

agentic

Feels like a new agent framework drops every other week. Curious what people are actually shipping with vs just experimenting on weekends.

agenticanthropicopenai

Between malware, online impersonation, and account takeovers, there are enough digital security problems out there as it is. And with the rise of agentic AI, more activity is being carried out by agents on behalf of humans—creating differe…

↯ Securitysecurityagentic

Hey HN. I built a dead-simple CMS for your AI agents — https://slopit.io Kept it minimal and agentic-first.

↯ Coworkcoworkopenclawcodex+1

Sharing a workflow in case it's useful to anyone else exploring agentic coding loops. The setup is one orchestrator agent (issue-resolver) that handles a GitHub issue end-to-end.

agenticclaude-code

Why we chose correctness over a Day-0 launch DeepSeek V4 Pro is one of the most important open-model releases this year, with real advances in long-context reasoning, agentic performance, and inference efficiency. On paper, it looks like a…

↯ DeepSeek 4deepseekagentic

Right now its mostly technical people using these agentic tools but if you extrapolate a few years into the future it seems likely to me that every day users of a computer will be using them as a whole new interface to interact with their…

agentic

while people argue about ai ethics on the surface there’s a whole underground building agents that never sleep different timelines forsure which timeline are you on?

agentic

(Links to all files, apps, and repos mentioned in this post can be found in the 'full post' link at the bottom) Agents for document redaction and review tasks Document redaction tasks involve text and vision capabilities, and long context…

↯ Qwen 3.6qwenagentic

About Press Copyright Contact us Creators Advertise Developers Terms Privacy Policy & Safety How YouTube works Test new features NFL Sunday Ticket © 2026 Google LLC

agentic

Prototype of an agentic SDLC workflow running inside VS Code + Copilot. Simple loop: task → reasoning → audit → memory → RAG refresh.

↯ Copilotragcopilotagentic

We built in HeyGen an open source framework specifically made for Agents solving our own pain point that we had when the agents tried to write Remotion. React is not agent-friendly at all, and Remotion is a custom framework where the agent…

agentic

From meta launching the lama models to oss models and agentic and coding models we have came fucking far in no mean i guess this is the fastest evolution out of all diff things we have saw this i guess is the era similar to diff innovation…

agentic

Pact: Trustworthy Coordination for Multi-Agentic Ecosystems Article: Kiran Gopinathan, Jack Feser, Michelangelo Naim, Eli Bingham, Zenna Tavares |April 23, 2026 Autonomous agents are beginning to act on our behalf. LLM agents already negot…

agentic

Today, we’re announcing an agreement with Amazon Web Services (AWS) to bring tens of millions of AWS Graviton cores into Meta’s compute portfolio, making us one of the largest Graviton customers in the world. Processing cores are units ins…

agentic

medium.com Performing security verification This website uses a security service to protect against malicious bots. This page is displayed while the website verifies you are not a bot.

agentic

Hello fellow members of this lovely community, Let me start by saying that I’m about as far from a professional developer as it gets. I’m a hobbyist whose entire coding experience consists of building various Python/VBA tools and simple Ja…

↯ Qwen 3.6agenticchatgpt

I've been testing a few different models for desktop-driven outreach and promotion workflows. While everyone is eyeing the massive LLMs, Flash-Preview is hitting that sweet spot of speed and reliability for multi-step agentic tasks and its…

↯ Gemini 3geminiagentic

Two models: Flash (284B total, 13B active) and Pro (1.6T total, 49B active). both hit 1M token context.

↯ Sonnet 4.5deepseeksonnetgemini+2

Hey, if you've ever used Claude Code (or Cursor, Copilot, etc.) for Godot game dev, you've probably hit this: the agent confidently writes Godot 3 syntax in a Godot 4 project, or uses deprecated patterns, or just invents APIs that don't ex…

↯ Copilotcopilotgeminicursor+2

llamaagentic

agentic

agentic

The tools, frameworks, and protocols we use to build AI agents, agentic workflows, and intelligent applications. ModelsShmodles Before we get into the stack, the single most important thing we believe about building agents: We do not care…

agentic

See how top AI models stack up — real tasks, real agents, real results on OpenClaw ?Also show provisional models and official models hidden by default, such as legacy or superseded variants. Provisional models have fewer battles, and hidde…

↯ Opus 4.7openclawopusagentic

Claude Opus 4.7 is generally available Claude Opus 4.7, Anthropic’s latest Opus model, is now rolling out on GitHub Copilot. In our early testing, Opus 4.7 delivers stronger multi-step task performance and more reliable agentic execution,…

↯ Copilot↯ Opus 4.7copilotopusagentic+1

Title: 2026%20Agentic%20Coding%20Trends%20Report.pdf URL Source: https://resources.anthropic.com/hubfs/2026%20Agentic%20Coding%20Trends%20Report.pdf Published Time: Wed, 21 Jan 2026 22:37:47 GMT Number of Pages: 18 Markdown Content: 2026 A…

agenticanthropic

We often talk about agent autonomy, but rarely about the "Harness Engineering" required to make that autonomy safe. I’ve been running a design experiment comparing agentic workflows on open platforms (OpenCode) vs.

agenticclaude-code

Across Twitter and Reddit, I keep seeing the same complaint: Claude feels worse. Not on a benchmark.

↯ Tool Usetool-useagentic

So like with coding or any craft, I think there's a proper Tool for the job. Sure you can use a stone to hammer drive in a fence post, but a a sledge is usually more economical.

haikusonnetopus+1

Thanks all for the comments on my previous post about local-first agentic evaluation collapsing in long stateful agents runs, just sharing an update on where I’m at now in case it helps as I had another issue to overcome. Took on board the…

agentic

I built Zuver, the generic Agentic AI framework for scalable, reliable, even on-edge AI applications and Agents. It's completely written in Go, which lowers the RAM usage to around 6MB, compared to other Agent framework that's usually arou…

ragagentic

Agentic coding at enterprise scale demands spec-driven development | VentureBeat Orchestration Infrastructure Data Security More Newsletters Partner Content Agentic coding at enterprise scale demands spec-driven development Deepak Singh, A…

agentic

Over the last couple of months, I spent close to a hundred hours testing an autonomous AI pentesting tool called Strix with 18 different LLM models. My goal was to evaluate which LLM model performed best with the tool in this lab setup and…

agentic

Multi-Agent Orchestration Deploy and coordinate multiple specialized AI agents through visual flow-based pipelines. Zuver's routing engine handles inter-agent messaging, task delegation, and stateful coordination natively.

agentic

Cephalopod Coordination Protocol A Rust-based client-server coordination protocol for agentic systems. Install · Quick Start · Droplets · Use Cases · Docs · Security What is this When you have multiple agents working together they need som…

agentic

As AI agents autonomously write and deploy code, there's no standard for verifying that what they shipped actually satisfies business requirements. OQP is an attempt to define that standard.

mcpagentic

https://github.com/user-attachments/assets/9289d105-5a40-442d-b1b5-773723c95c13 agentic coding in 30 loc. a loop, four tools, and an llm.

agentic

agentic

agentic

Apple Passwords Can Now Automatically Fix Weak and Compromised Passwords With Agentic AI Apple today announced that the Passwords app can now automatically update weak and compromised passwords using Apple Intelligence and Safari to take a…

agentic

Agentic AI is now a core part of the engineering process, driving massive execution leverage and helping us generate more code than ever before. Yet, a difficult question I’ve increasingly heard from business leaders is: if we’re shipping…

agentic

AgentCrew Turn your coding agent into a disciplined team. AgentCrew is a conversation-first, Markdown-first methodology for agentic coding.

agentic

Git/GitHub did not evolve for agentic era, so we are building

agentic

We recently released mlx-engine v1.8.5 in LM Studio. This update dramatically improves performance for repeated, long-context agentic workflows by checkpointing your KV cache.

agentic

Don’t miss what’s happening People on X are the first to know. Log in Sign up Post Conversation Jen Zhu @jenzhuscott Massive output uptick due to agentic AI.

agentic

I work in big tech. I'm a SWE manager, but I have a half a mind to return to being an IC at some point.

agentic

Finally made something I've always wanted, using the model we built. • SOTA omni embedding model, fully local, indexes text, PDF, image, audio, and video • Swift-native app UI + mlx-swift-transformer core.

openclawagentic

blumi A local-first, provider-agnostic agentic coding companion — one Rust core, three faces: a terminal UI, a web UI, and a phone app. blumi is a single Rust binary whose UI-agnostic core emits one typed event stream, so every surface sho…

agentic

Wes McKinney, creator of pandas and co-creator of Apache Arrow, shares how he works with AI coding agents: spec-driven workflows with superpowers, continuous AI code review with Roborev, token economics, and why vibe coding is dangerous bu…

agentic

The Agentic AI Foundation welcomes agentgateway — an open source gateway purpose-built for MCP, Agent-to-Agent, LLM, and API traffic — as its newest hosted project.

mcpagentic

Training an Agentic Router for Optimal Cost-Performance on SWE Tasks On most enterprise tasks, model quality is not a scalar. One model is better at long-horizon repository exploration.

agentic

You don't have permission to access "http://www.mckinsey.com/capabilities/technology/our-insights/rewiring-software-delivery-for-the-agentic-era" on this server. Reference #18.ee18d017.1780614098.58f52b59 https://errors.edgesuite.net/18.ee…

agentic

Trader — LLM-Driven Robinhood Trading Agent A Rust agent that connects an LLM to Robinhood's official agentic trading API, enforces hard risk limits in a typed safety layer, and paper-trades against live market data before you risk a dolla…

agentic

Copilot SDK is now generally available The GitHub Copilot SDK is now generally available. You can embed GitHub Copilot’s agentic engine into your own applications, services, and developer tools with a stable API and production-ready suppor…

↯ Copilotcopilotagentic

Dumb Core, Smart Edge: Agentic Design Many agentic systems I've watched fail in production had the same shape: intelligence concentrated at the center, where it was hard to test, replace, or reason about. The orchestrator was doing too muc…

agentic

Specialization defined software teams for decades. AI agentic coding is creating a new Builder role—people who orchestrate agents across disciplines and own outcomes end to end.

agentic

Why Merge Conflicts became the new Agentic Bottleneck Revisiting some techniques from Your Code as a Crime Scene in the light of agentic coding. Specifically, how a socio-technical fit becomes even more important now that agents are our ac…

agentic

Vegvisir Agent Harness Vegvisir is a local-first agentic software development harness for people who want an AI engineering assistant that can actually work inside a repository without being handed every secret, every permission, and every…

agentic

A native macOS platform for agentic coding workflows, powered by Pi. Manage agents, skills, prompts, subagents, worktrees, and GitHub work in one signed Swift app that runs the installed pi CLI in the background.

agentic

AI in SRE: Where and how Google is deploying agentic AI to improve operations Stevan Malesevic Distinguished Software Engineer Christopher Heiser Distinguished Site Reliability Engineer Since its inception over 20 years ago, Google has use…

agentic

Introducing MiniMax M3: The First Open-Weights Model to Combine Three Frontier Capabilities - Coding & Agentic Frontier: 59.0% SWE-Bench Pro, 66.0% Terminal Bench 2.1, 34.8% SWE-fficiency, 28.8% KernelBench Hard, 74.2% MCP Atlas - MiniMax…

↯ Swe Benchswe-benchminimaxmcp+1

Long-context Large Language Models, despite their expanded capacity, require careful working memory management to mitigate attention dilution during long-horizon tasks. Yet existing approaches rely on external mechanisms that lack awarenes…

agentic

The Agentic Product Standard A canonical standard for building production-grade agentic products — plus a Claude Code skill set that operationalizes it. Distilled from the production practices of Anthropic, OpenAI, Cognition, Sierra, LangC…

agenticanthropicopenai+1

For a bit of context, I’m currently creating a team of AI agents at work to generate reports by fanning out into a large amount of subagents to process a large amount of transcript data. When the analysis fails mid-way because of some indi…

agentic

~6 months of "agentic" coding So I was a complete skeptic of the whole “agentic” / “vibe” coding phenomenon before last year’s NeurIPS. While I was in California anyway, I decided to visit a bunch of friends in San Francisco.

agentic

TL;DR: Jynx is a gaming social platform that matches you with compatible teammates based on skill level, play style and schedule. Swipe to find players (Tinder-style), create or join game sessions (LFG), chat, and build your squad.

agenticclaude-code

Seeing spatial IDE's (where terminals and files are displayed on a canvas instead of a regular dock like vscode) more often right now on HN and Reddit. This is a selection of the ones I've seen.

agentic

A reasonable definition of an “AI agent”, at least in the context of agentic coding, could be: a software process endowed with the capabilities of an LLM launched with instructions given at the start to accomplish a task which runs…

agentic

Where is your intelligence located? In your brain?

agentic

Agentic AI-powered Arm Metis advances security vulnerability discovery in software In the era of AI, modern software systems are built across increasingly complex codebases, frameworks, runtimes and libraries. As these systems scale, so do…

↯ GPT 5.5↯ Securitysecurityagentic

For months, I struggled to build complex, long-running projects using AI agents and I kept failing... One shots, refactoring, high token consume...

agentic

The brokerage fintech launched agentic trading and an agentic credit card today that will allow AI agents to trade equities and make credit card purchases on customers' behalf. It comes just weeks after OpenAI rolled out its own personal f…

agenticopenai

intent-bench An open-source benchmark measuring whether providing structured intent to coding agents improves implementation effectiveness. What This Measures Existing agent benchmarks (SWE-bench, HumanEval, Aider Polyglot) test single-req…

↯ Swe Benchhumanevalaiderswe-bench+1

Canyon Code gives enterprises the ability to observe, optimize, and governance their multi-agentic AI applications. The Workflow Intelligence Layer

agentic

A pattern I keep seeing in agentic RAG systems: The agent is smarter than the retrieval layer. It can notice that context is stale.

vector-databaseragagentic

Author disclosure upfront: I wrote this. Free, MIT-licensed, no paid tier.

geminicodexcursor+3

As important the design patterns are important in coding for maintainability and scalability. Such patterns also exists in Agentic AI workflows also.

agentic

I run a small seo marketing agency and we've built some dashboards on top of our data for reporting with nextjs + supabase. This is where reporting for our clients happen.

codexagentic

I've been talking to engineers, mostly in large teams. While they love cross-surface search with Glean, they still assimilate and curate the context for agents manually.

agentic

8 min read May 13, 2026 This article is a work in progress. I will keep updating it as the kit evolves.

agentic

Agentic AI Flywheels The production loop after your agent ships, and the eval set that grows with it. 👋 I am Aurimas.

agentic

Agentic RAG systems that equip language models with dozens to hundreds of tool definitions face a critical resource conflict: tool schemas consume the same context window needed for retrieval-augmented generation. We present the first syst…

ragagentic

Agentic depth measures how far an autonomous agent can take a task before human intervention. The gap between open source options on this dimension is wider than feature comparisons suggest.

openclawagentic

Hi Reddit, I am planning on running Qwen 3.6 27b NVFP4 via vLLM on my 5090 but was wondering if something like 35b a3b at Q8 on Llama would produce better results for agentic coding and utilize the system memory. My research says no but if…

↯ Qwen 3.6vllmqwenllama+1

Breaking Bot: Hacking & Defending LLM-based Applications - Marton Antal Szel - Dec 24, 2025 - 12 min read Updated: 4 days ago Let's say your "super-intelligent" agentic chatbot - the one with access to sensitive customer data - is hijacked…

agentic

I'm usually not posting about Harbor releases out of the respect for the community here, but I think v0.4.19 might save a lot of people some time. Harbor can now launch your local agentic coding tools with local inference backends.

↯ Qwen 3.5vllmllamacodex+1

Hello friends. Today I want to talk about agentic media buying.

mcpagenticchatgpt

Posted on other feeds last week and figured some of you out here might be interested as well; Someone commented asking if it supported OpenAI-compatible endpoints (LM Studio, vLLM, OpenRouter, Together, Groq, LocalAI…), so i have spent few…

vllmollamagemini+3

Hello, I'm working on an Agentic wrapper system, Helix-agi, and I am trying to get some additional testers and collaborators involved in the project. Helix relies on a unique Agentic workflow that routes all incoming data, including tool u…

↯ Tool Usetool-useagentic

puck.news Performing security verification This website uses a security service to protect against malicious bots. This page is displayed while the website verifies you are not a bot.

agentic

Agentic AI Changes the CPU/GPU Equation Skip to main content Enable accessibility for low vision Open the accessibility menu Skip to main content AMD Website Accessibility Statement Products Processors Accelerators Graphics Adaptive SoCs,…

agentic

Me and 2 other friends are trying to solve payments through agents. One of the ideas we're looking into is merchant integration to allow agentic payments using any of the plethora protocols that exist (MPP/UCP/x402/AP2/Google's Universal C…

agentic

We're sorry but this website doesn't work properly without JavaScript enabled. Please enable it to continue.

agentic

Hey everyone, I've noticed a massive gap in how developers are trying to learn Agentic AI right now. There are hundreds of theoretical whitepapers and boring PowerPoint decks about ReAct loops, GraphRAG, and Semantic Routing.

agentic

The main problem I’m trying to solve is that agentic AI is still too random for serious engineering decisions. For design work, calculations, reports, code changes, or technical review, I don’t want agents just “vibing” through tasks.

↯ Tool Usetool-useagentic

About Press Copyright Contact us Creators Advertise Developers Terms Privacy Policy & Safety How YouTube works Test new features NFL Sunday Ticket © 2026 Google LLC

agentic

130 models available Small Models, Big Impact Discover task-specific SLMs ready for your business, or browse general models under 20B parameters. Need something custom?

agentic

It makes absolutely no sense for cursor trying to switch over to Claude or Codex desktop style app. I am a Neovim/VSCode user and I only recently started using cursor, and found out that the UI/UX for agentic coding is phenomenal.

codexcursoragentic

Autonomous agentic systems are largely static after deployment: they do not learn from user interactions, and recurring failures persist until the next human-driven update ships a fix. Self-evolving agents have emerged in response, but all…

agentic

██████ ██ ██ ██ ██ ██░░░░██ ░██ ████ ░██ ░██ ██ ░░ ██████ ░██ █████ ██░░██ ░██ ██████ ██████ ░██ ██░░░░██ ██████ ██░░░██ ██ ░░██ ░██ ░░░██░ ░░░░░░██ ░██ ░██ ░██ ██░░░██ ░███████ ██████████ ░██ ░██ ███████ ░░██ ██ ░██ ░██ ░██ ░██ ░██░░░░ ░█…

agentic

For me, opencode doing fantastically but was wondering if qwen code would be more native and have better functionality, since idk which agentic harness they used to get their benchmark results

aiderqwenagentic

Most of the model selection conversation I've seen focus on benchmark scores and cost (no surprise there). The question I can't find good production data on is whether dense vs MoE actually affects reliability for tool heavy agentic flows,…

moeagentic

Subreddit rule statement: link to blog post in the comment. Not self-promotion.

agenticchatgpt

I’ve been away from coding/software development for about a year. When I stepped away last summer, agentic software development wasn’t nearly as capable or accessible as it seems today.

agentic

Turn your AI agents into autonomous developers Use mirrord to instantly validate every change against your live staging environment — multiple agents, same cluster, no conflicts. Windsurf & others or CLI No credit card needed Fast setup, n…

↯ Windsurfwindsurfagentic

I'd seen various HN trends tools over the years ([1] [2]), but they all used strict keyword (n-gram) matching. That limited a) how sophisticated any trend-surfacing could be and b) the depth with which you could explore the full discussion…

agentic

RTMX Track what you built, what's tested, and what's next -- from the terminal. RTMX is a CLI that manages requirements traceability as a CSV file in git.

agentic

Claude Code Masterclass 2026 The definitive end-to-end guide to Anthropic’s agentic coding tool — installation, Ollama local fallback, CLAUDE.md, Skills, Subagents, Agent Teams, Hooks, and MCP. Everything you need before building productio…

ollamamcpagentic+2

Discourse around AI tends to collapse into two camps: true believers and luddites. A recent piece, Agentic Coding is a Trap, highlights what the author calls the “paradox of supervision” - where the very judgment needed to oversee AI deleg…

agentic

What's the best reap (pruned) model you know of? This one runs twice as fast on my low vram setup, but I'm unsure if it will miss out on a lot of things agentic coding related.

↯ Claude 4.6opusagentic

HPM Component Registry A community-driven, open-source registry of common PCB components — symbols, footprints, datasheets, and structured electrical specs — designed to be read both by humans browsing for parts and by AI agents resolving…

agentic

I don't know quite how to put it. But projects I inherit and am supposed to get over the line have this same strange quality: they are 'undesigned'.

agentic

I'm a recent grad from UMich and built AgentShield because agentic AI is moving fast but payment safety hasn't caught up. Agents are already being handed API keys, stablecoin wallets, and payment credentials - if one misbehaves, gets promp…

haikuagentic

The agentic loop First, we offloaded knowledge to writing. Then, we came for means of production.

agentic

Hey, Software engineer here, relatively new to agentic workflows. Building a production AI concierge — user says "I'm going to Budapest tomorrow, plan my day" → agent searches our offer database, builds a plan, user books everything in one…

↯ GPT 5.5↯ Tool Usetool-usegpt-5agentic+1

Agentic AI serving converts monolithic LLM-based inference to autonomous problem-solvers that can plan, call tools, perform reasoning, and adapt on the fly. Due to diverse task execution need, such serving heavily rely on heterogeneous CPU…

agentic

I wanted to switch from Qwen3-Coder-Next-UD-Q4_K_XL to Qwen3.6-27B-MTP-UD-Q4_K_XL for local agentic coding. The Qwen3.6-27B is perceived to be "smarter" than Qwen3-Coder-Next, and I wanted to "upgrade" my local AI coders.

↯ Qwen 3.6agentic

https://nanorag.nb1t.sh/ Important: Please choose correct namespace from top-right dropdown. Available docs/namespaces: Cloudflare, Nextjs, and Dodo-payments (default).

ragagentic

I built an agentic simulator for marketing email a/b testing using a fleet of "digital twin" customers. why build this?

agentic

Hershey is revamping one of marketing’s oldest measurement tools—marketing mix modeling—by enlisting agentic AI in a bid to turn what has historically been a slow, backward-looking process into something closer to real-time. The confection…

agentic

Microarchitectural attacks continue to evolve, uncovering new exploitation vectors in modern processors. From a defensive perspective, assessing a system's susceptibility to such attacks remains challenging.

agentic

TL;DR Compare the best AI analytics tools in 2026 across semantic-layer trust, no-hallucination reliability, SQL transparency, and team fit. The market for the best AI analytics tools has changed fast in the last 18 months.

↯ Hallucinationhallucinationagentic

How to Actually Learn Agentic AI in 2026 — Without Getting Lost in Hype Most AI courses teach you theory and leave you stranded before deployment. SimplAI University is built differently — 11 structured chapters, real tools, and a communit…

agentic

I'll be UPDATING this as it seems I was benchmarking and testing Just before the UPDATE LOL TL;DR If you're running rigid agent frameworks locally with mtp on consumer hardware: drop your draft window to 3, lock parallel slots to 1, and co…

↯ Qwen 3.6qwenllamaagentic

Hello everyone, I wanted to ask if anyone here got the certifcation GitHub Certified: Agentic AI Developer (beta) or was thinking of getting it? What do you think about it?

agentic

Thank you to the people at ik_llama and llama.cpp. It's amazing how far you've all pushed mtp and other tech so that I can run 27B and 35B Qwen3.6 models on an old gaming laptop with a RTX2060 mobile at 6GB VRAM and 32GB RAM.

↯ Qwen 3.6llamaopusagentic

Agents can do almost everything now. Except trade.

agentic

AutoTTS LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling Tong Zheng, Haolin Liu, Chengsong Huang, Huiwen Bao, Sheng Zhang, Rui Liu, Runpeng Dai, Ruibo Chen, Chenxi Liu, Tianyi Xiong, Xidong Wu, Hongming Zhang, Heng Huang UMD ·…

agentic

Hey Hacker News, vyvoice is a cross-platform, offline voice transcription app I started working on in December as a Windows user tired of every good dictation app being Mac-only. Beyond transcription, it has built in support for voice comm…

agentic

Agentic Catalog Intelligence. Empower your AI models with precise, real-time product discovery.

agentic

Markanywhere can parse any input, like Markdown, HTML, XML, as a stream of semantic events which can be rendered, transformed, evaluated. Works great as an interactive transport layer for the LLM inference output and agentic feedback loops.

agentic

CLAURST Agentic Coding for Builders who Ship Claurst is an open-source, multi-provider terminal coding agent built from the ground up in Rust. It started as a clean-room reimplementation of Claude Code's behavior (from spec) and has since…

agenticclaude-code

I built an opinionated multi-agent setup on top of Claude Code. I was proud of two agents in particular: a software engineer doing red-green TDD, and a separate tester running the adversarial edge-case pass.

agenticclaude-code

Been working on a runtime governance layer for LLM agents. It sits between your app and the OpenAI API and enforces instruction-authority boundaries at the proxy level.

↯ Securityred-teamsecurityagentic+1

I have been working on this project for a few years now and the end goal is to make a ubiquitous and natural user experience to interact with machines. The long term goal is to build a fully agentic experience that drives the UI for you (g…

agentic

We built a CLI that sits between AI agents and production APIs — handles auth, retries, compliance, and idempotency automatically across 2,000+ APIs. Give your agents capability of multi-tool calls with 100% accuracy.

geminicursoragentic

Based on your experience, which agentic workflows has everyone had the most success using to extract public profile data from Instagram and Facebook? I've seen previous discussion here about n8n and OpenClaw, and I'm looking for the latest…

openclawagentic

We run a small software services company and we’ve been heavily using Claude (especially opus + Code features) for the last few months. The problem is: We need to share the account between 6-8 developers Anthropic keeps suspending our Max/…

cursoropusagentic+2

Everywhere i look ppl are talking about agentic ai now… feels like basic gen ai stuff is already saturated. but trying to figure out how ppl are actually learning this beyond surface level… youtube kinda stops at demos.

agentic

On LinkedIn last week, an AI practitioner I know made an observation I keep thinking about: hill-climbing on evals tends to leak information specific to those evals rather than improve the system. Their follow-up question: "What if you hil…

agentic

We discovered an authorization bypass in Amazon Quick’s AI Chat Agents that allows users to access and interact with AI agents despite explicit administrative restrictions. AWS responded by deploying a fix without notifying customers, clas…

agentic

In this article, you will learn how to apply a structured decision tree to choose the right agentic design pattern for any AI system you are building. Topics we will cover include: Why pattern selection is a critical design decision, and w…

agentic

Built (with Claude) an open source, fully autonomous browser runtime for agents. One critical issue I faced (I guess most of us do) is the inability to have a robust web search feature and this will help you direct towards that goal I hope…

agentic

About Press Copyright Contact us Creators Advertise Developers Terms Privacy Policy & Safety How YouTube works Test new features NFL Sunday Ticket © 2026 Google LLC

agentic

Hey y'all, I've been working towards automating different sectors of my agency each week, and this week it’s meeting workflows. I know about AI note-takers but it seems like most of them are just passive recorders that leave me with a long…

agentic

Mergecrew Autonomous product team in a box: every day, mergecrew specifies, designs, builds, deploys to dev, scans for bugs, and hands you a digest to approve before anything reaches production. Mergecrew is the open-source platform for ru…

agentic

agentic engineering scorecard Over the past few months, I’ve gradually converged on a highly iterative style of agentic software development, shying away from the "dark software factory" approach. This post explains why I've made the move,…

agentic

Hi all, I do a lot of work with academic and industry partners in engineering applications. Therefore I end up having a lot of conversations with people around agentic AI for engineering.

mcpagentic

Your Article Title Built with the Research Article Template. Quick Start cd app npm install npm run dev Visit http://localhost:4321 to see your article.

agentic

Hi everyone, I’ve been working on TigrimOSR v0.4.1, a Rust-native version of TigrimOS, and I’d like to invite people to try it and give feedback. The main idea is: Run the agent system headless on a remote machine, then connect to it from…

agentic

As agentic dev tools boom, workflow auditability becomes the constraint Recently, I was working with a senior engineering leader at a large financial institution to review their DevSecOps platform engineering roadmap. Their team had deploy…

agentic

Hi all, RipStop is a node package implementing a set of rules that consumers can use to protect their repos from wilder actions by LLM agents. A consumer needs only a few lines of code to configure the rules they wish to apply.

agenticclaude-code

1.5 years ago, n8n was everywhere. People were building workflows for everything.

↯ GPT 5.5gpt-5openclawcodex+3

Do you think they will end up learning the most painful workflows from enterprise customers and built all the most necesary agents for the smaller guys themselves? In other words, squeezing out all the agentic companies out there?

agentic

I am building a highly integrated, cross-provider agentic workstation (its neither an IDE nor an ADE - does a bit of both, with additional unique features on top), and I would love for you guys to rant about what you hate about the tools y…

codexcursoragentic+1

A new investigation by Israeli cybersecurity firm Red Access found thousands of AI-generated web apps leaking data ranging from medical records to internal business documents. The findings add to mounting concerns about vibe coding, a fast…

agentic

Hello, I have been working on a new programming language for creating state machines. I’m curious how the structure automata provide might be useful with MCP and agentic workflows.

mcpagentic

Coding agent management is all the rage right now, and many tools are being created to fill the gap. As a power user for all tools I've used since I've started my software engineering career, I've always taken the time to test multiple too…

agentic

Pentagon leaders love agentic AI. But it’s giving cyber criminals nation-state-like powers As new tools change cybersecurity, just moving faster won’t be enough.

agentic

Open any vendor pitch from the last 6 months and somewhere in the deck, you'll see the word agentic. It's been a marketing term for so long that most engineering leaders have started treating it as noise.

agentic

Finally on top of things. Mainthread unifies every commitment across work, family, and household into one intelligently prioritized system — then deploys AI agents to handle what doesn't need you.

agentic

Hello LocalLLaMA subreddit, i have been running local models for coding tasks and kept hitting the same problems everyone does — the model writes an 800-line file in one shot and half of it is garbage, it spirals in its own reasoning for 4…

qwenagentic

VibeServe: Can AI Agents Build Bespoke LLM Serving Systems? An agentic loop that synthesizes bespoke LLM serving systems — one per (model, hardware, workload) target — instead of forcing every deployment through a single general-purpose ru…

agentic

I wrote a post about why agentic coding falls off a cliff after a few weeks. Coding agents have no equivalent of the source/assembly boundary a compiler gives us.

↯ Copilotcopilotcursoragentic+1

For a new Rust project, I was searching for a simple agentic loop implementation. My goal was to analyze thousands of software artifacts at scale.

openclawcodexagentic+1

Been working on a problem that I think a lot of people here face: agentic coding pipelines blowing through their context window way too fast, losing important information, and degrading task quality mid-session. Apohara Context Forge is my…

agentic

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agenticclaude-code

Over the last few weeks I’ve been doing something that probably sounds a bit obsessive. I reached out to founders and engineers who are shipping AI agents into production agents that touch CRMs, sales automation, ai chatbots, payment APIs,…

agentic

A set of Claude Code skills to assess and improve the agentic readiness.

agenticclaude-code

By Vinay Kumar, Chief Product & Technology Officer I’ve spent the last fifteen years building cloud services: early days of AWS building S3 and EBS, helping launch Oracle Cloud Infrastructure from inception, and now building the agentic cl…

agentic

Back in the day you would get a rough estimate of how long a new feature might take once you had worked on a codebase for long enough. You knew how the internals worked, how much time it would take to design the solution, how fast you coul…

agentic

I usually use Qwen3.6 27B (slow as heck on my RX 6800 but it works) for plan and Qwen3.6 35B A3B for the coding. But I was thinking the other day if I should remove the thinking from the code model.

↯ Qwen 3.6agentic

Recently, I am seeing lots of startups with multi-agent platform, where you can create your own agent template, attach tools and run it reliably. Which frameworks, platforms are you using for these kind of multi-agentic platforms?

agentic

Agentic Gamedev Skills English | 日本語 This repository collects agent skills extracted from game-development work and related agentic-workflow research. Each skill lives under .agents/skills/, uses SKILL.md as its entry point, and may includ…

agentic

paywalled

agentic

The Open Source Agentic IDE for Developers English | 简体中文 | Deutsch | 日本語 | Español | 한국어 /_components/feature-images/full-demo-dark.png) About the project stagewise is an open source agentic IDE for developers with a coding agent built ri…

deepseekagentic

I built slate as a personal tool to centralize my strategy, research, scripting, thumbnails and shots in one place. Started showing it to other youtubers and that made me wonder if more people could have the same problem as me.

agentic

It was evident that GraphQL would be touted as the ultimate API style for agents. After all, it is one of the only ways we expect an API style to stay relevant these days.

agentic

This is yet another agent harness and UI and I hope you will have a look and consider contributing. Elumenotion/GuideAnts: GuideAnts Notebooks.

ragagentic

MOST POPULAR EVENTS - Securing the Untrusted Agentic Development Layer Join us to learn how to architect a development environment where your builders and their agents can move fast and securely. - Toxic Flows: When Your AI Agent Skill Bec…

agenticanthropic

A continued work in progress https://github.com/pauljbernard/sbcl-agent-desktop and https://github.com/pauljbernard/sbcl-agent an implementation of the ideas discussed in: The Evolution of Software Scale https://www.amazon.com/Evolution-So…

agentic

This blog post is about my process and learnings in using agentic coding to ship a project with higher complexity than your usual vibe-coded todo app. You can download the app on iOS/iPad/macOS here: Subjective.

agentic

Mistral Medium 3.5 Is Now Available in Puter.js On this page Puter.js now supports Mistral Medium 3.5, the new flagship merged model from Mistral AI that unifies instruction-following, reasoning, and agentic coding into a single set of wei…

↯ Mistralmistralagentic

AI suddenly passed the “more time saved than spent” point around December 2025. A little late, I’ve finally started using agentic AI in various places over the last 2-3 months, and wanted to jot down my thoughts on what works, what doesn’t…

agentic

I tried developing workflows using github copilot in order to create an multi-agent orchestration for a use case about creating research paper based on user’s need. However, there is no supported mechanism for subagents to spawn custom sub…

↯ Copilotcopilotagentic

Two OpenClaw agents negotiate a YC SAFE with Agentic Power of Attorney I gave an AI agent access to act on my behalf on a third-party platform a few months ago. Within about ten minutes I realized I was scared of it.

openclawagentic

Large language models (LLMs) have demonstrated strong potential in agentic tasks, particularly in slide generation. However, slide generation poses a fundamental challenge: the generation process is text-centric, whereas its quality is gov…

agentic

What the is with Cursor now opening in this stupid Cursor Agents mode that looks like Claude Code? I didn't ask for this, and I don't want to have to figure out how to stop it opening like that and click the "Editor Mode".

cursoragenticclaude-code

Chasing AI memory SOTA: Beating the Benchmark, Missing the Point 66.88%, 80.1%, 85%, 90.79%, 93%, 91.69% and even 100% — what do all these numbers have in common? They’re all state-of-the-art (SOTA) scores on various agentic memory benchma…

agentic

Agents are moving into browsers, apps, meetings, dashboards, and code editors. The next generation of agents will need more than text context — they need to see what is happening, hear what is being said, remember important moments, and ac…

agentic

I'm a product manager for a small business and I'm working on a product idea in the field of agentic AI. I have been chatting a lot with Gemini and ChatGPT but at some point they just keep telling me how great my idea is.

geminiagenticchatgpt

Architectural Framework for Agentic AI in Identity & Eligibility By Prabhaker Cirium, Prin Consultant at Microsoft and Sajal Mukherjee, Senior Consultant at Microsoft Leveraging Azure AI to Revolutionize Citizen Onboarding and Benefits Eli…

agentic

Setup: mid-size SaaS, ~3,000 tickets/month, 6 agents drowning. 70% of volume was tier-1 (passwords, billing, where's-my-feature).

ragsonnetagentic

tl;dr - For software development, Qwen3.6 27B, 5090 gives you ~3x speed over M5 Max, letting you plow through code, while M5 Max gives you ~4x memory, letting you use higher quantization and bigger context. Which would you choose and why?

↯ Qwen 3.6qwenopusagentic

Agentic AI systems can now generate code with remarkable fluency, but a fundamental question remains: \emph{does the generated code actually do what the user intended?} The gap between informal natural language requirements and precise pro…

agentic

Dev environment for agentic coding Standardized dev environment for the agent coding era is how you get multiplier on top of your coding agent I am not here to talk or praise coding agents. I am here to talk about the next multiplier which…

agentic

TLDR; “A gallon should be a gallon. A mile should be a mile.

agenticanthropic

Ant Group doesn't get the coverage it deserves. While the open source AI conversation in the West circles around DeepSeek and Qwen, Ant Group has been quietly building a model family that competes directly with the models everyone is talki…

deepseekqwenagentic

Free, self-paced courses covering everything from agent fundamentals to real-world deployment. 50+ hands-on lessons designed for both technical and non-technical learners.

agentic

skelm Build secure, agentic, long-running workflows in TypeScript. Run them anywhere Node runs.

agentic

The Figure-Eight Model for Agentic DevEx | by Joe Kutner | May, 2026 | Medium Sitemap Open in app Sign up Sign in Get app Write Search Sign up Sign in The Figure-Eight Model for Agentic DevEx Joe Kutner Follow 5 min read · 1 day ago 2 List…

agentic

Architecture explains the gap: MiMo's MoE runs more active params per token than Kimi K2.6's optimized routing hence slowest. DeepSeek V4's 'comprehensive' edge is partly MLA: ~75% KV-cache compression makes it far better for long agentic…

↯ DeepSeek 4glmmoedeepseek+1

In 2026, AI agents have moved from hype to production reality. Teams are no longer asking if they should deploy agents.

agentic

We are using Symphonic Orchestration (models) for our agentic commerce platform (hive of clawdbots building databases) and wanted to know what folks thought of our approach and also to learn about alternatives.

agentic

I've been in AI for over 10 years now and toyed with GPT2 when I was doing NLP work and really recognized the power of LLMs as a way to drive automation after spending time trying to build agents with GPT3.5. As time as gone on I've become…

agentic

Blog A Mental Model for Agentic Work May 5, 2026 - AI Agents - Company Operations - Software Engineering Something shifted in the first quarter of 2026. Not a feature launch, not a new product - a structural change in how work happens.

agentic

As we all are, I've been experimenting with ways to reduce external saas spend, and continually bring traditionally external pieces of context (prs, docs, trello boards) into the one mono repo. I have toyed with a markdown todo list and se…

codexagentic

Five Eyes spook shops warn rapid rollouts of agentic AI are too risky Prioritize resilience over productivity, say CISA, NCSC and their friends from Oz, NZ, Canada Information security agencies from the nations of the Five Eyes security al…

agentic

Full-Stack Agentic AI Company We build deeply technical agent developer tools, purpose-built for agent experience and agent engineering at scale. Our research lab explores the frontier where Agentic AI meets Quantum AI.

agentic

UAE Plans to Run 50% of Government on Agentic AI Within Two Years Agentic systems will analyze, decide, and execute across ministries under centralized oversight. News - Oman to Scale AI Ecosystem With New Special Economic Zone - UAE Bets…

agentic

Hey peeps - I think the hardest thing about building agents is their evaluations. especially for scenarios that require multiple tool calls and the agent itself can go down a trajectory that you haven't manually tested before.

agentic

I built Enoch after working with OpenClaw and trying to get an agentic coding system setup with Codex. In the past, I was trying to manually generate, code, and test this all manually.

openclawcodexagentic

I am an AI engineer. I build more AI agents, Agentic AI systems.

agentic

Cybersecurity agencies from the U.S. and allies issued a joint warning Friday on the risks of "agentic AI." The new guidance urges critical infrastructure leaders to implement zero-trust protocols as autonomous systems gain unmonitored acc…

agentic

I've been experimenting with using Ollama to run Claude Code locally with models like Gemma 4, thinking I could avoid API costs. However, I quickly realised these models aren't really optimised for Claude Code's agentic workflows — they te…

↯ Gemma 4ollamagemmaagentic+2

Considering the price to performance which is the best deal or setup right now? Similar to codex where it can edit project files inside a folder etc.

codexagentic

Hello HN, over the past 7 months I've spent nearly 3,000 hours on building SNEWPAPERS, the first historical newpaper archive with full-text extractions, nearly perfect OCR, a vast categorization taxonomy and of course with semantic and age…

agentic

I feel like my current “agentic workflow” is kind of broken. Right now I open Superpower and run like 4–5 Claude Code sessions in parallel… but it just feels super disconnected.

agenticclaude-code

Hey 👋 I’ve been using Claude Code a lot for personal research and knowledge management, and one thing kept bothering me: Turning articles, YouTube videos, and GitHub repos into clean, structured, citable notes is tedious. So I built pin-ll…

↯ Copilotcopilotcursoragentic+1

https://preview.redd.it/2abn96dwudyg1.png?width=1642&format=png&auto=webp&s=ab5facbd9f4223184834711346dca2bc64db20d3

agentic

Anthropic's Managed Agents platform bundles sandboxing, checkpointing, and persistent memory into a single API layer — and the company's ambitions look a lot less like a model provider and a lot more like AWS.

agenticanthropic

eno can drive its full agentic search against a local, open-weight model running on your own hardware. When you do, your PDFs, your queries, and every intermediate step of the agent loop stay on your machine.

agentic

Free scanner that audits websites, APIs, and MCP endpoints across 7 categories — discoverability, content, access control, capabilities, commerce (x402-mesh), and quality. Public leaderboard, open spec, paste-ready fix prompts.

mcpagentic

i’ve been using OpenAI tools more heavily lately and keep circling back to the same shift: moving from simple chat use into agentic systems. Most people still seem to be using it for Q&A or basic content help, but there’s a lot more happen…

agenticopenai

I’ve been deep in the trenches building out multi-step agentic workflows, and I’m hitting a consistent wall with what I can only describe as "stochastic decay." The pattern is frustrating: Runs 1 through 3 execute flawlessly, but by the fo…

agentic

agentic demos always look clean in a controlled setup. the problem that I'm pushing toward real volume now and the adversarial side is getting messy fast.

agentic

Why is it considered acceptable by most in the community to have API keys sitting on a file system where the agent is running, with direct access to them, gated by a prompt? This is literally the base security model of OpenClaw and most ot…

openclawagentic

Vercel Security Checkpoint | sfo1::1777467624-qE4eB4e2LvmbibEDgl5Ljah0zEqW8iFE

agentic

DISCLAIMER: I am not a programmer nor do I have experience coding. I've been thinking about a small app running on gradio for some time now, and I want to try tweaking some extension for ComfyUI.

↯ DeepSeek 4clineminimaxdeepseek+1

SenseNova U1 is a new series of native multimodal models that unifies multimodal understanding, reasoning, and generation within a monolithic architecture. It marks a fundamental paradigm shift in multimodal AI: from modality integration t…

openclawagenticchatgpt