#agentic

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

Z.ai on X: "GLM-5.3 is now open-weight. Our most capable model for agentic coding and cyber defense is now available to download, run, and customize.

↯ Glm↯ GLM 5.3glmagentic

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…

↯ Llama↯ Qwen 3.6llamaqwenopenai+2

anthropicagentic

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.

↯ Copilotcopilotanthropicagentic+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-5codexopenai+1

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↯ 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…

↯ Gemma↯ 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…

anthropicagentic

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…

↯ Vllm↯ 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

By John Gruber Manage GRC Faster with Drata’s Agentic Trust Management Platform When I wrote this week about Anthropic’s announcement that all Claude models, worldwide, would soon begin “watermarking” everything they generate, including te…

anthropicagentic

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.

↯ Llama↯ Vllmvllmmoellama+1

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

↯ Ollama↯ 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

🤗 Model | 💻 Github | 🧭 ModelScope | 🚀 Nex-AGI | 🔀 OpenRouter (Enjoy two weeks free starting June 9!) Nex-N2 An agentic model with Agentic Thinking. Today, we are officially releasing and open-sourcing our next-generation model, Nex-N2 — an…

agentic

AI agent runs amok in Fedora and elsewhere [LWN subscriber-only content] Agentic AI systems can be used to do a variety of things autonomously on behalf of a human user: open or manage bugs, generate code, submit pull-requests, and (appare…

agentic

⚡️ 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.

↯ Vllmvllmagentic

GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creation, with particular strengths in long-horizon agentic tasks…

↯ GPT 6openaiagentic

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

| Read on LessWrong | Large language models often take actions running on one computer (via an agentic harness such as Claude Code or Codex), however the LLMs’ responses to prompts are computed on a different computer with GPU access. Coul…

codexagenticclaude-code

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…

↯ Glmglmagentic

↯ Gemma↯ Qwen 3.5gemmaqwenagentic+1

This started based off of a hunch. We usually use OpenCode, but were 'forced' to use Claude Code for a while due to issues with Meridian.

anthropicagenticclaude-code

----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

Polypore Agentic desktop IDE. Language agnostic, OS agnostic.

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

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

OpenChamber is an agentic development environment for AI coding across desktop, browser, phone, and VS Code. Watch agents work, review diffs, branch sessions, and keep the whole board visible.

agentic

Before agentic coding, I always prided myself on how long I could work in a flow state. I was really good at working deeply.

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

Ornith-1.0 Aloha! 🌺 Ornith-1.0 is a self-improving open-source models for 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…

↯ Gemma↯ 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

I think gave it a fair shot over the past few weeks, forcing myself to use local models for non-work tech asks. I use Claude Code at my job so that's what I'm comparing to.

↯ Gemma↯ Gemma 4gemmaqwenagentic+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

↯ Llama↯ 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

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agentic

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-5chatgptagentic

​ 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

GrassLobster HomeWhat GrassLobster DoesHow It Works Behind the ScenesHow to UseDownloadExamplesAbout Me GrassLobster AI Agentic Generation of Parametric Geometry Workflows…

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 Agiarc-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…

mcpanthropicagentic+1

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agentic

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.

↯ Glm↯ Qwen 3.6glmqwenchatgpt+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

Track agentic CLIs across multiple providers and repos, from any device and across multiple machines, see git trees, terminals, usage, issues, and UI all on one workspace. I have been trying to parallelize agentic coding to extreme, someti…

agentic

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.

grokgeminichatgpt+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…

↯ Vllm↯ 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

From a single pilot to an air campaign: planning, parallelism, memory, verification, and observability for production-shaped agents.

agentic

Distilled from our white paper "Sandboxing for Agentic Execution". Companion reading: Design for Breach.

agentic

I've been using AI fairly heavily since last November and the whole thing is a funny experience. An agent will do something that, if a human did it, you'd immediately fire them.

agentic

The Open Source AI Framework for Production Ready Agents, RAG & Context Engineering Haystack Sets the Standard for Agentic AI Across Industries Why Teams Choose Haystack for their AI Workflows Build Transparent, Context Engineered AI Syste…

ragagentic

Introducing GLM-5.2: Frontier Intelligence, Open Weights - Significant improvements in coding and agentic tasks - Strong long-horizon capabilities with a 1M context window - Two levels of reasoning effort: GLM-5.2 (max) pushes the limits,…

↯ Glm↯ GLM 5.2glmagentic

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…

↯ Securitysecurityanthropicagentic

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

Yadda 3.0.0 is out. The release modernises the JavaScript BDD library, but more interestingly, it was largely built by Claude Code and points to why executable specifications may become even more valuable in an agentic development world.

agenticclaude-code

gitlawb node. Live operator view for a federated gitlawb node: repos, peers, IPFS pins, recent ref updates, and the identity this machine is advertising to the network.

operatoragentic

Agent demos are easy. Production agents are hard.

↯ Tool Use↯ Hallucinationtool-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

Hi HN, I'm Brian, I spent the last few years at Vanta (YC W18), helping startups and enterprises become compliant and I recently started exploring what that might look like in a post-agentic world. The problem Halo solves is: when a compan…

agentic

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

↯ Qwen 3.6codexagenticclaude-code

↯ Copilot↯ Coworkopenclawcopilotcowork+3

↯ Llama↯ Qwen 3.6clinellamaqwen+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

Agentic Engineering Is Just Everything We Haven't Been Doing Matt Levine often writes about how crypto is rediscovering modern finance from first principles.[1] In a similar vein, when people get excited about approaches to improve agentic…

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…

↯ Glm↯ 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 3.6chatgptagentic

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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 ?

↯ Llama↯ Qwen 3.6llamaqwenagentic

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…

↯ Minimax↯ Qwen 3.5minimaxqwenopus+1

Why agentic security needs its own threat model Executive Summary Over several months, Pillar Research found and reproduced sandbox escapes and boundary bypasses across Cursor, Codex, Gemini CLI, and Antigravity. In almost every case, the…

↯ Securitysecuritygeminicursor+2

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

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…

↯ Llama↯ 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.

↯ Llama↯ 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…

openclawcursorcodex+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

Greetings friends! TLDR: What is your company doing?

agentic

ADLC Team Skills — Agentic SDLC for Engineering Teams Stop Vibe Coding in Silos. Build a Shared Cognitive Layer for Your Engineering Team.

codexagenticclaude-code

⏚ 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

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

Argus AI agents that test your UI like a real user — no scripts to write, no selectors to maintain. Argus is a visual UI testing agent.

agentic

OpenAI CEO Sam Altman told CNBC on Thursday that GPT-5.6 Sol, the company's latest artificial intelligence model, is 54% more token efficient on agentic coding tasks, and that it's "as good or better" than competing models on the market. "…

↯ GPT 5.6altmangpt-5openai+1

Over the past few years, overwhelming evidence has emerged that expanding access to whole genome sequencing improves clinical and economic outcomes in the NICU, a setting highly enriched for genetic disease. However, sequencing is still la…

agentic

Oak is the agentic substrate for software development: the version-control and storage layer autonomous coding agents build on. Mount large repos without a full clone, branch per task, snapshot up to 95% faster than git, and bring your own…

autonomous-codingagentic

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

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

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

↯ Gemma↯ Gemma 4gemmaagentic

In the past year, generative AI and agentic workflows have dramatically reshaped technology-dependent industries. At Cockroach Labs, we built Mica, an internal system running Claude and CockroachDB, that lets anyone in the company build an…

agentic

CadQuery vs OpenSCAD for AI-generated functional parts We gave six AI agents the same three printable parts to model, three in CadQuery and three in OpenSCAD, then verified every mesh independently. Both toolchains shipped.

agentic

Thinking Summary Mistral Agentic Search delivers more accurate search results while reducing turns, token use, and latency against FinanceBench and OfficeQA Pro benchmarks. Agentic Search is the retrieval layer that enables AI systems to n…

↯ Mistralmistralagentic

NVIDIA today announced that NVIDIA Groq 3 LPX, the interactive AI inference accelerator, is now in full production. An extension of the NVIDIA Vera Rubin platform, Groq 3 LPX delivers a major boost in AI inference by enabling ultrafast tok…

agentic

By Yarden Porat, Check Point Research Key Points The short version We set out to break Cloudflare Code Mode, and ended up breaking Cloudflare Workers too. We did both by targeting workerd, the runtime beneath both: an in-process sandbox th…

agentic

The no-bullshit guide to Agentic Engineering Practical guide to shipping production-ready software in hours instead of months. Originally written for the engineering team at Better Stack.

agentic

Gemini 3.6 Flash (gemini-3.6-flash ) and Gemini 3.5 Flash-Lite (gemini-3.5-flash-lite ) are generally available (GA) and ready for production use. - Gemini 3.6 Flash: Stronger performance on complex agentic and multimodal tasks while reduc…

↯ Gemini 3.6geminiagentic

Neural CAs model self-organizing pattern formation on grids. Now the grid is gone.

agentic

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.

↯ Llamallamaagentic

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

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…

anthropicagenticclaude-code

I wanted to parody where AI seems to be heading. You start as a manual inference unit pressing a button for the next token, then systems take over; agents, sub-agents, approvals, swarms.

agentic

Hydra *Synthetic product illustration; no account, terminal transcript, personal path or live desktop was recorded.* Hydra is a local-first terminal desktop for working with terminal sessions and coding agents. Projects, windows, panes, te…

agentic

Hey HN, we’re Robert and Sam. We’re building Alchemize, a code review platform that simplifies PRs to help you ship faster.

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 everyone. My cofounder and I are formally open sourcing (MIT) persona.js.

agentic

Introducing GLM-5.2: Frontier Intelligence, Open Weights - Significant improvements in coding and agentic tasks - Strong long-horizon capabilities with a 1M context window - Two levels of reasoning effort: GLM-5.2 (max) pushes the limits,…

↯ Glm↯ GLM 5.2glmagentic

Hey HN - we’re Oskar, Szymon, and Piotr, and we’re building TesterArmy (https://tester.army). TesterArmy is an agentic testing platform that runs end-to-end checks before deployment and in production.

agentic

TL;DR - Don't host the agent, use it as a service - Tokens matter, don't rely only on vision - Stick to mature technologies - A stubborn LLM is the one! At Browserless, we've spent the last few months building our own agentic browsing expe…

agentic

Introducing Merlin: The Agentic Intelligence Layer for Encord Co-Founder & CEO at Encord Software is changing faster than ever. Interfaces are becoming more conversational and intent-driven, and iteration cycles are rapidly getting shorter.

agentic

I'm Evan and I made Ito.ai It's code review that actually runs your code. The result is that it finds more bugs with a smaller false positive rate.

agentic

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).

↯ Gemma↯ Qwen 3.6gemmaagentic

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

Hi there, You're receiving this because you have an annual Copilot Pro or Pro+ plan. GitHub Copilot isn't the same product it was a year ago.

↯ Copilotcopilotagentic

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…

↯ Gemma↯ 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-benchmcpopus+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

Hi HN, I'm Jacob, one of the co-founders of Clor (https://clor.com). Clor is an agentic development environment (ADE) for Claude and Codex with shared memory.

codexagentic

We've been building an AI chat based trading system for last 3 years. The biggest issue was that when our Agent would mess up, we wouldn't know until a user reported.

agentic

Magnus is built for agents that need to think, use tools, and get things done, without waiting around. All 97 tasks of τ³-bench banking, head-to-head against gpt-5.6-sol, gpt-5.6-luna and gemini-3.7-flash, reasoning effort as published.

↯ Gemini 3.7gpt-5geminiagentic

Agentic AI systems act — they call tools, spend money, message people, and change production state — yet the protocols connecting them standardise only capability. GRIP is a small, open protocol that makes agent work authorised before, bou…

agentic

Hey folks, Burak here. Epho is an API that allows running Claude Code, Codex or Opencode in a sandbox in the cloud.

codexagenticclaude-code

TL;DR — Key Takeaways - Google’s A2A protocol is moving under the Agentic AI Foundation as momentum builds around standards for agent-to-agent interoperability. - A2A lets AI agents discover capabilities, delegate tasks and communicate acr…

agentic

Same tokens, same model, up to a 40x price gap: that is Claude pricing in August 2026. Agentic coding is where large language models found product-market fit: agents burn vastly more tokens than chat, and they became daily drivers for some…

agenticclaude-code

Us vs. Them Line-level provenance for text under agentic editing — who wrote this line, us or them?

agentic

A step of an agentic RL run spends far longer generating rollouts than it spends training on them. So for most of every step, the training GPUs sit idle while generation requests back up on a single inference engine.

agentic

Github: https://github.com/betocmn/widen I was paying for DataGrip for several years as my desktop database GUI but if I wanted text-to-SQL with LLMs I'd have to pay even more on top. So I decided to build my own and I've been using it for…

agentic

Agentty Agentty is an ADE (Agentic Development Environment) for structured, controllable AI-assisted software development. Built with Rust and Ratatui, and refined through its own day-to-day use, it brings agents, review, and iteration int…

agentic

Hi HN! I built Belgie, a Python library that embeds Deno, allowing Python applications to run JavaScript and TypeScript without requiring Node.js or Deno to be installed on the host system.

agentic

Recently, I had the rare opportunity to test several agent harnesses, LLMs, and AI gateways in my daily tasks and greenfield projects. Each discovery befuddled me on the popular sentiment for agentic development.

anthropicagentic

Hi HN. Strata is a real-time markdown editor built around document portability across agentic workflows.

ragchatgptmcp+1

Hi HN, I am the creator of Exfault. I am building autonomous AI agents that find vulnerabilities in Android apps.

agentic

THE SHIFT TO AGENTIC AI: E VIDENCE FROM CODEX Drew Johnston 1,* David Holtz 2,1 Alex Martin Richmond 1 Christopher Ong 1 Prasanna Tambe 3,1 Aaron Chatterji 1,4 1OpenAI 2Columbia Business School 3University of Pennsylvania, Wharton School 4…

codexagentic

Agents Make Engineering Hard Again Intro I think we’re nearing the end of the “prompt demo” phase of AI. The door is now firmly ajar on the engineering phase, and the exciting news for engineers is that these shiny new agentic systems are…

agentic

The more I use Claude Code to generate large swaths of systems, the more I feel like we are missing a lot of practices and tools. The first bit that really annoyed me was the lack of tracking prompts.

agenticclaude-code

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.

anthropicagenticclaude-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-injectiondeepseeksecurity+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…

anthropicagenticclaude-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

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

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.

↯ Ollama↯ Model Context Protocolmodel-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

↯ Gemma↯ Qwen 3.5gemmaqwenagentic

↯ Llama↯ Vllm↯ Fine Tuningvllmfine-tuningllama+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

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

Open-source maintainer story One Morning, a Discord Agent, and Five Years of Tech Debt After years of stalled dependency-upgrade attempts and contributor churn, CodeRabbit’s new agentic Discord bot turned the project’s biggest maintenance…

agentic

Full technical essay with benchmarks & AST breakdowns: https://aslang.dev/blog/why-llms-struggle-with-python-and-rust Over the past two years, watching coding agents generate code, we kept noticing an identical failure pattern: models spen…

agentic

Ramanujan Multi Model Agentic Workbench for Research in Computational Mathematics Ramanujan is a terminal based multi model agentic workbench for research in computational mathematics. It is a free tool to help with research in maths.

agentic

If your laptop has 16GB of RAM, your agent can write SQL locally for free with Qwen3.8 27B. On the DABstep SQL benchmark, Qwen beat GPT 5.6 Luna and cost under 50 cents in electricity, over 17x less.

↯ Qwen 3.8qwenagentic

📑 Docs • 🌐 Website • 🤝 Contribute • ✍🏽 Blogs • ✨ If you would like to help spread the word about Rig, please consider starring the repo! [!WARNING] Here be dragons!

agentic

re-shell A Nix flake-based reverse engineering environment designed for use with Claude Code. Drop in a binary, capture, or archive and ask Claude to analyze it -- the right tools and context activate automatically.

agenticclaude-code

Vibers - 01 Anthropic @claudeai 26 Tools · 32 Intel Top ToolClaude CodeView Profile → - 02 microsoft github.com/microsoft 40 Tools · 1 Intel Top ToolMarkItDownView Profile → - 03 OpenAI @OpenAIDevs 50 Tools · 24 Intel Top ToolCodex CLIView…

openaianthropicagentic

Agentic Nexus Operating Layer & Interface System Architecture The operating system layer for Agent workloads. Let Agents drive the system straight from your terminal, and strip the tool responses that reach the model before they cost you —…

agentic

Agentic Development Fallacies Published on August 15, 2026 · 3 min read In 1994, L. Peter Deutsch, then a Fellow at Sun Microsystems, wrote down seven assumptions that engineers new to distributed systems make without noticing: the network…

agentic

Ask your plant. Agentic AI over your HMI, SCADA, and historian data.

agentic

GEA and the Open Agentic Web The human web was open, and ads paid for it. The Agentic Web is closing into walled gardens — right as demand for information and visibility explodes.

agentic

DeepSeek-V4-Pro-0813 Technical Report👁️ Introduction DeepSeek-V4-Pro-0813 is the official release of DeepSeek-V4-Pro, superseding the preview version, with greatly enhanced agentic capabilities and performance improvements that are especia…

↯ DeepSeek 4deepseekagentic

IntelliJ IDEA IntelliJ IDEA – the Leading IDE for Professional Development in Java and Kotlin IntelliJ IDEA Goes LSP: Java and Kotlin Intelligence Comes to VS Code, Cursor, and Agentic Flows It’s no secret that agentic development is chang…

cursoragentic

Announcing Cloudflare Wallets: the programmable wallet for the agentic Internet Today, it is difficult for AI agents to try out new APIs. They often have to navigate through a login page designed for humans and not agents, contact a human…

agentic

· yegge.ai The Shape of Things to Come Part 2: Model Welfare for Agentic Engineers This is the post where I go off the rails and lose most of you. If I do lose you, no worries; we'll find each other again within a year, I can promise you t…

agentic

could not extract summary

agentic

The behavioral classification standard for agentic AI components. Stable IDs, AIVSS scores, and behavioral fingerprints for every way a skill file, MCP server, system prompt, or agent plugin can be weaponized — scored consistently, mapped…

mcpagentic

In this article, you will learn how to build a complete agentic workflow in Python with LangGraph, from a single model call to a tool-using agent with persistent conversation memory. Topics we will cover include: - How state, nodes, and ed…

agentic

Curious to know how are you interviewing engineers? Do you have a no-LLM policy?

agentic

AI coding assistant with chat, agent mode, code review, and inline completions in VS Code. Analysis prompts stay read-only automatically.

agentic

Your Agent Spends 99% of Its Tokens Carrying the Workshop, Not Doing the Work I measured a real agentic coding session end to end. The task consumed 0.67% of the tokens.

agentic

I'm Fenil, co-founder/CEO of OpenFunnel (YC F24), building this with my co-founder/CTO Aditya. We're launching OpenBenchmarks (https://openbenchmarks.com), open-source, reproducible benchmarks for SaaS APIs, starting with the category we k…

agentic

DeepSeek V4 Is Earning Agentic Token Share OpenRouter · On this page DeepSeek, the company that for many is still synonymous with open source LLMs, released its new flagship V4 models on April 24th. V4 reset the trajectory.

↯ DeepSeek 4deepseekagentic

My LinkedIn feed is absolutely unreal right now. 90% (I don't even think I'm exaggerating) of the posts in my feed are from connections who have changed their title to something like "AI Thought Leader | AI Native | Thought Coaching".

agentic

K.A.S — Kasra's Agentic Shell. Run open models locally — on Apple Silicon (MLX) or NVIDIA (llama.cpp/GGUF) — behind an Anthropic Messages-compatible server, driven by an agentic TUI.

↯ Llamallamaanthropicagentic

A technical evaluation of workflow-based automation tooling for building enterprise-grade agentic systems using LLMs. This is the second iteration of the report, conducted by independent research analyst Andrew Green in Q2 2026 Workflow-ba…

agentic

Hi HN, for the past few months, we’ve been working on Ferrix AI (https://ferrix.ai/) As AI agents speed up engineering, deciding what to build has become the bottleneck. Developers got faster because agents fit into their workflow: tech de…

agentic

Key findings - Building on prior work, we introduce a framework for studying interactive agentic coding based on a privacy-preserving analysis of ~400,000 Claude Code sessions from between October 2025 and April 2026. We evaluate the compo…

agenticclaude-code

Our email inboxes carry multiple decades of messages (100K-500K). This is a good proxy for all the important things that happened in your life, the projects you have done and the people that you have connected with.

agentic

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agentic

I have been AI-pilled for over a year at this point. It's pathetic, I rarely touch-code any more.

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…

↯ Minimax↯ 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 Use↯ Minimaxtool-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 4.7mcpopusagentic

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↯ Function Calling↯ Opus 4.7function-callingfine-tuningrag+4

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

↯ Vllm↯ Dpodpovllmagentic

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…

openaiagentic

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…

↯ Ollama↯ Qwen 2.5ollamachatgptmcp+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

Wonder what happened to all their hype and agentic connector workflow? Did Claude/GPT ate that market for good?

agentic

Agentic coding techniques Since LLMs have been available, I've been doing a lot of coding using agents. Unlike shoving AI into every app, replacing customer support with chatbots, generating endless streams of slop, etc., agentic coding is…

agentic

September 15, 2026Blog Public PreviewThird-partyv5.3 Z.ai GLM 5.3 A third-party open source text model from Z.ai, hosted by Mistral for long-context coding and agentic workflows. The model is served without Mistral modifications.

↯ Glm↯ GLM 5.3↯ Mistralmistralglmagentic

Hey HN, I’m the author of the https://github.com/eigenpal/docx-editor, it’s an SDK that implements Word-compatible layout engine in Typescript. Today, we are releasing Word to markdown converter library.

agentic

Formal verification provides the strongest correctness guarantees for software, and verification-aware languages can produce sound, machine-checked proofs. Recent AI coding agents have sharply lowered the cost of constructing such proofs.

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macOSUniversal · macOS 14+ AgentsDock An IDE designed for agentic AI research. AgentsDock currently supports Claude Code, Codex, and Cursor in one desktop and mobile workspace.

cursorcodexagentic+1

Radio Atlas 63starsExplore live radio on a rotatable globe and play stations through Omarchy's media controls. Akshar Patel - Widgets The malleable OS for the age of agents.Vibe your way through every alteration, tweak, or trouble.

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Agents are increasingly supplementing or replacing human data analysis. Instead of a human user sitting behind a computer, issuing SQL queries and writing code to answer important business questions, the bulk of this work is starting to sh…

agentic

Anthropic’s latest report about agentic misbehavior offers plenty to be concerned about — its Mythos 5 model gained unauthorized access to the internet and uploaded a malicious software package to a public database — but it also offers som…

↯ Anthropic Mythosmythosanthropicagentic

I am a digital design engineer, and my day job is designing chips (mostly IP blocks, not full chips) in SystemVerilog. At the start of 2026 I started experimenting with LLM agents like Claude and Codex, and realized that they are very capa…

codexagentic

grok-cli An agentic coding harness for xAI's Grok models. It reads your code, edits it, runs your tests, and iterates — in a terminal, with permission controls you set.

grokagentic

5 Agentic AI Coding Tools Compared for Developers A curated list of five agentic AI coding tools — Claude Code, Cursor, OpenAI Codex CLI, Aider, and OpenCode — and how to choose one for your workflow. 6 min read A curated directory of AI a…

aidercursorcodex+4

GPT-6 Astra is generally available in GitHub Copilot GPT-6 Astra from OpenAI is now available in GitHub Copilot. OpenAI’s latest general-purpose model, GPT-6 Astra, is designed for long-horizon, autonomous coding and agentic tasks.

↯ Copilot↯ GPT 6autonomous-codingcopilotopenai+1

SEPTEMBER 03, 2026 · Evis Drenova Introducing Agentic Search for Code and Context For most of software history, code search meant finding a symbol, string, or file. That worked when a developer knew which repository to open and which keywo…

agentic

View overall rankings across AI models on front-end web development tasks, including agentic coding workflows that require multi-step reasoning and tool use.

↯ Tool Use↯ Qwen 3.8tool-useopusagentic

Agentic Data Kernel Author note, 2 September 2026, Jason Doyle This project began as a feature forked from a private project and is now maintained independently as open source. The documentation is heavily AI assisted and may contain error…

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Agentic testing hands an agent the goal instead of the steps, and lets it work out how to get there against whatever interface your system exposes. It finds its own way, invents cases nobody wrote, and survives the renames that break your…

agentic

The use of agentic large language models obviates human interpretation of scientific results, and will lead to substantial distrust in the literature.

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Hi HN, I’m Michael. Theodore and I are the co-founders of d5s, the multiplayer AI for cross-human-agent collaboration, and we’re building it together.

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I get it, you want to show off how "cool" you are with your hijacked scrolling and 50 million animations. Does marketing in 2026 mean your potential customer's computer starts lagging with horrendous layouts and designs?

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Agentic engineering: a practical guide to reliable coding agents Agentic engineering is the practice of putting coding agents inside an engineering system that makes context, scope, validation, evidence and human review explicit. The model…

agentic

If you do: - What's the setup: two humans + one agent, or two humans + two agents - What do you actually pair on? - Do you find it more (or less) valuable than before?

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Can Agentic Engineers Estimate Software Delivery in the Age of AI? In the age of AI how do agentic engineers estimate their ability to deliver on engineering tasks?

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Hi Guys, I'm going to make a heretical statement. It's this: you don't need AI to generate code and you shouldn't use AI to generate code.Instead I believe AI should be used to elicit the user requirements and the AI can then be used to ge…

agentic

One shared brain the whole company draws from. One personal brain nobody else can query.

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OWASP Agentic Skills Top 10 Security Risks and Mitigations for AI Agent Skills Covering OpenClaw (SKILL.md YAML), Claude Code (skill.json), Cursor/Codex (manifest.json), and VS Code (package.json) ecosystems. Breadcrumb: OWASP > Projects >…

openclawcursorcodex+2

Sup HN! Dipanshu and Rushant here from Caspian.

openclawagentic

A few months ago I was getting frustrated trying to use Claude Code effectively. I was finding that for small tasks I would spend a lot of time waiting for it to finish "thinking" and I would end up browsing here...

agenticclaude-code

A few years ago I built a very simple, though overly complicated, hacker news notification service. I always had dreams for a "bigger" application, where I could follow some people and read what they have to post, or specific topics and ge…

agentic

Around 3 months ago, we were thinking why none of the iPhone apps running an LLM are built as a full harness (as in inference + agentic loop + context management + tools + MCP servers and etc.). It became more interesting when we noticed e…

↯ Qwen 3.5qwenmcpagentic

ChatOSS is built on Ollama. If you use Ollama, ChatOSS local works out of the box.

↯ Ollamaollamacodexagentic

Agentic AI in a Smolbox Smolbox runs entirely in a browser tab. It is a full x86_64 virtual machine (VM) sandbox based on Alpine linux that runs under WebAssembly (WASM).

agentic

GPT-5.6 Sol is the flagship model in OpenAI's GPT-5.6 series. It is suited for complex reasoning, coding, and agentic workflows, and is particularly strong at command-line and multi-step coding tasks and long-horizon problem solving.

↯ GPT 5.6gpt-5openaiagentic

Agentic Task Management In a high-velocity company you can spend an entire day feeling productive — clearing Slack, answering pings, putting out fires — and finish with none of your real work done. Legacy communication tools are built to p…

agentic

Evaluating your Agentic Harnesses One good demo is a test flight. An eval suite is the flight-test campaign: pass rates, cost, latency, and failure modes.

agentic

Reporting record Finding The ChatGPT desktop client contains an unreleased ChatGPT Wallet flow for saving payment methods that ChatGPT can use while carrying out tasks. How we verified Methods: reverse engineering.

chatgptopenaiagentic

Context: I don't like LLMs and code generators. I prefer doing things the old-fashioned way – code using my brain, write design docs while doing research.

agentic

You’re the coach. Your LLM is the player.

agentic

Xirp connects to your services, ownership, docs, and architectural decisions so every AI coding session starts with real context, not guesswork. Battle-tested at Spotify.

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↯ Copilotcopilotagentic

Explore performance benchmarks for Muse Spark. Competitive coding, reasoning, and agentic performance with multimodal understanding.

agentic

Kimi K3 is now available in GitHub Copilot Kimi K3, an open-weight model, is now generally available in GitHub Copilot. The model shows frontier-level abilities on agentic coding with highly cost-effective pricing.

↯ Copilotcopilotagentic

Independent analysis of AI Understand the AI landscape to choose the best model and provider for your use case Highlights Personalized model recommender Get personalized recommendations based on your priorities for intelligence, speed, and…

↯ Qwen 3.8agentic

ADR: Agentic AI Detection and Response ADR (Agentic AI Detection and Response) is an enterprise security system for AI agents. It helps organizations secure employee-facing agents such as Cursor, Claude Code, and Codex, as well as customer…

cursorcodexagentic+1

The link is to our GitHub template repo. Just follow the instructions to get the dashboard templates on your repo.

mcpopusagentic

What is agentic commerce (my definition) An AI Agent making a purchase without a human interfacing with the vendor. The human does not visit the vendor website, they don't contact someone that works for the vendor, etc.

agentic

Production-Grade 10-Node Agentic AI featuring ReAct Web Search fallback, Human-in-the-Loop reasoning, and WhatsApp Meta Cloud API Webhook Integration.

ragmcpagentic

If you haven’t recently used Claude Code*, you might not understand where AI is at A report on a series of mini machine learning projects, executed with, and mostly by, Claude (*) or equivalent agentic coding offerings. Usual disclosure: I…

agenticclaude-code

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Analyze data, trace evidence, and prepare deliverables.

agentic

Learn about Red Hat's approach to self-hosted inference with vLLM, addressing the reliability gap between open-weight models and hosted frontier models for agentic workloads.

↯ Vllmvllmagentic

AgentSwarms Deploy your own agentic AI & business-intelligence platform. Build agents, run multi-agent swarms, ground them in your data, and inspect every trace — on your own infrastructure, with your own keys.

agentic

Question is specifically for GTM engineers and performance marketers. Curious if any agentic AI ad optimization tools have actually worked for you?

agentic

I moved my AI coding sessions off my laptop and onto a VPS I reach over Tailscale. Close the lid, pick up on my phone, nothing stops.

agentic

https://t.co/Ha4fP1gn1i sysls@systematiclsWhat The New 100x Agentic Engineer Looks Like In The Era Of Fable & GPT 5.62:44 PM · Jul 6, 202646.1KViews160163003038403848560856 TertiusRP@TertiusRPJul 6I really like your writing, if I have to s…

agentic

Today we're releasing Solar Open 2, our open-weight foundation model optimized for agentic use. Solar Open 2 is designed and trained to serve as the base model for agents in real work environments.

agentic

OpenAI Model Hacks Into HuggingFace During Cybersecurity Evaluation This latest incident is a rather dramatic escalation in agentic AI cybersecurity breaches. It was severe enough to have been initially reported to authorities, before eith…

openaiagentic

Hey HN! Inflexa is an OSS-first TUI for agentic-AI reproducible biological analysis with provenance tracked on every step.

agentic

Announcing VulnHunter Capital One’s open-source, agentic AI code security tool. The rules of software security are changing faster than most defenders can keep pace.

agentic

Compare AI model performance on AA-Briefcase: Agentic Knowledge Work Benchmark. A private evaluation developed by Artificial Analysis for frontier agentic capability in long-horizon knowledge work, testing agents on realistic business work…

↯ GPT 5.6agentic

Stop leaving your laptop open We built Harness from the ground up to solve a simple problem that we all have with agentic coding these days: the fact that you can't get any work done without leaving your laptop running. Harness is built to…

agentic

OpenAI’s first gadget is the $230 Codex Micro macropad OpenAI’s Codex is about to hit 9 million users, and at least some of those users will soon get a new way of using OpenAI’s agentic coding tool: a programmable mechanical macropad OpenA…

codexopenaiagentic

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↯ Grok 4.5grokagentic

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↯ Sonnet 5sonnetanthropicagentic

As is the case for many people working in the security industry, the last few months of my life have been focused on dealing with people wanting to use LLMs everywhere. From an enterprise security perspective that’s not an inherent problem…

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

Imagent gives AI agents the ability to generate images, video, and speech as a first-class step in their workflows, behind a single interface that hides the differences between providers and models

agentic

Saw this last night: https://x.com/AnthropicAI/status/2072163884430229756 I'm taking the weekend off to spend time with my lady, so got up early today to start preparing to get back to work on a sailboat simulator I started building when F…

↯ Glm↯ GLM 5.2glmgeminiagentic

🪐 Mercury: Android Native Agentic Harness Mercury is an advanced, local-first Android native Agentic harness that transforms your mobile device into an autonomous agent workstation. Inspired by the Nous Research Hermes Agent project, Mercu…

agentic

An agentic coding tool tasked with cloning and setting up a seemingly benign GitHub repository could execute a malicious payload that remains invisible to security scanners, AI agents, and human reviewers. Researchers at Mozilla's Zero Day…

↯ Securitysecurityagentic

There’s a multitude of concepts that have been created during this advent of AI. Which do you predict will be resilient and long-lasting, and which do you think will churn away as harnesses evolve?

↯ Model Context Protocolmodel-context-protocolagentic

Open to Work I build production AI systems that add intelligence to processes. My work includes Closed-Loop AI-native systems, RAG, AI agents, agentic evaluations, guardrails, and enterprise integrations using Python, TypeScript, React, No…

raggeminiopenai+1

Lots of products working on saving-tokens-space. Compression, Tool Output rewrite, Sitting as proxy Cache between harness and provider , doing circus with interceptor hooks - these are some of the approaches we are seeing today.

agentic

Hello Hacker News. Boris here from Docket (YC P25).

agentic

groundwork Your AI coding agent is only as good as the context you give it. AGENTS.md is how you do that — it's the file that tells your agent your stack, your rules, your patterns, and how your team works.

agentic

These past few months, we had many conversations on the future of software development - as did everyone in our industry. The topic is, of course, „Agentic Engineering“ (AE), the use of LLM-based agents to directly translate requirements i…

agentic

Finding a Feedback Loop Notes from shipping my first production agentic feature at Pair Team. Sitting down at my desk, hands on keyboard, an old engineering mantra from my days deep in the SF Bitcoin community reverberated through my mind:…

agentic

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Hi everyone i have been building saar nexus from a month or so now vibe coding the project and i want you to all please try it out and give me your valuable feedbacks for me to work and improve this further. Saar Nexus is a multi persona a…

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

Do you use Claude Code, Codex, or a different vibe coding/agentic engineering tool for most of your work? Why?

codexagenticclaude-code

https://t.co/JSn0lDCNkB Design Arena@DesignarenaArticleHow GLM-5.2 Beat Fable 5 at Website DesignGLM 5.2 ranks 1st overall on Design Arena’s single-turn, HTML Web Design (Non-Agentic) evaluation, 5 places higher than its predecessor GLM-5.…

↯ Glm↯ GLM 5.2glmagentic

I'm having trouble reaching that golden "builder" zone when I use things like Claude Code. It's cool to be able to conjure software from scratch using these tools, but the output...

agenticclaude-code

Discover newly released YugabyteDB 2026.1 and YugabyteDB AMP (Agentic Multitenant PostgreSQL): a true serverless, scale-to-zero PostgreSQL where every agent gets its own real, isolated database starting at a fraction of the cost of a core.…

ragagentic

Agentic AI Comes to Medicine Expansion of Capabilities With Two New Medical AI Models It was just a matter of time. Agentic autonomous AI has already been applied to life science and many other domains, and today there were 2 notable publi…

agentic

KALYPSO v1.1L KALYPSO v1.1L is GENOMA Labs' public agentic-coding model: Qwen2.5-Coder-14B-Instruct fine-tuned on the Kraken-Public corpus (CC-BY-4.0, decontaminated). It is the open counterpart of the internal KALYPSO line.

agentic

Xiaomi's MiMo AI team has open-sourced MiMo Code V0.1.0, a terminal-native AI coding assistant that the Chinese electronics giant says outperforms Anthropic's Claude Code on key agentic coding benchmarks, especially on long-horizon, multi-…

anthropicagenticclaude-code

Skills Personal collection of agent skills for day-to-day use. Installation Copy any skill directory into your agentic platform skills folder: cp -r ~/.agents/skills/ Then use it naturally in conversation — each skill's description tells t…

agentic

I did. And it got me thinking.

↯ Copilotcopilotagentic

The evolution of agentic surfaces: building with Claude Managed Agents As model intelligence and agentic harnesses evolve, Claude Managed Agents allows teams to build and deploy agents in production environments reliably at scale. Here’s w…

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

Claude Code like agentic workflow ai too costly for me.Any LLM can I run with VSCode at the below setup? 16ram Intel core i7 h processor 13gen 512gb NVMe SSD I want to run the ai as local agentic workflow with Vscode.I want use LLAMA agent…

↯ Llama↯ Qwen 3.5↯ Qwen 3.5↯ Qwen 3.5↯ Qwen 3.5↯ Qwen 3.5↯ Qwen 3.5↯ Qwen 3.5llamaagenticclaude-code

The first thing we needed was a way to identify which tests were flaky and how often they failed. Luckily, the team had already built a dashboard on top of Datadog's CI Visibility feature that gives us a clear picture of the flakiest tests…

agentic

Last Thursday, Deepmind released Magenta Realtime 2 , an open source music generation model. They said it could run on Mac, but not iPhone.

↯ Deepminddeepmindagentic

When Anthropic released Claude Fable 5 this week, my feed filled up with the same benchmark charts within hours. SWE-bench scores, agentic coding numbers, the Stripe migration story.

↯ Swe Bench↯ Sonnet 4.6swe-benchsonnetanthropic+1

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agentic

Outcomes over output More code is not more value. We measure what ships to users, not what ships to the merge queue.

agentic

June 9, 2026 Claude Fable 5: the first public Mythos-class model Anthropic has released Claude Fable 5, the first publicly available Mythos-class model that ranks #1 in our agentic real-world knowledge work benchmark GDPval-AA Claude Fable…

↯ Anthropic Mythosmythosanthropicagentic

agentic

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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…

↯ Ollamaollamagpt-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

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

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

Free curriculum: 21 patterns for developers (code + architecture) and 11 modules for product managers (decisions + tradeoffs + AI tools deep-dive). Two tracks, interactive games, zero hype.

agentic

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

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

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…

anthropicagenticclaude-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…

anthropicagenticclaude-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 4deepseekopenaianthropic+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

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.

↯ Llama↯ 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.

anthropicagenticclaude-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

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

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agentic

Run Claude Code, Codex, OpenClaw and Hermes on any server — straight from your iPhone. Mobile-first, framework-agnostic, no vendor lock-in.

openclawcodexagentic+1

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.

openaianthropicagentic

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.

↯ Coworkopenclawcoworkcodex+1

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

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agentic

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

↯ Copilotcopilotragagentic

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 3.6chatgptagentic

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

↯ Llamallamaagentic

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 4.7copilotopusanthropic+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…

anthropicagentic

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.

↯ Haikuhaikusonnetopus+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

TypeSafe AI is challenging the industry’s reliance on large language models for every stage of the agentic stack with the launch of Jev, a specialized “System One Model” designed exclusively for structured decision-making. By abandoning th…

agentic

Making a Software Stack Agentic September 15, 2026 Over the last couple years, I've seen the greatest improvements in my agentic coding not from new models or updated tools provided by companies like Anthropic or Cursor, but from direct in…

cursoranthropicagentic

I got tired of the lock-in and black-box nature of AI inside MS Office. One vendor decides which models you can use, where your document data goes, and what the agent is actually allowed to do.

↯ Ollamaollamadeepseekgemini+3

At WordCamp US last week, we unveiled a completely reimagined WordPress Studio desktop app, rebuilt from the ground up around Studio Code, our AI WordPress expert. With this new Studio desktop experience, you can describe what you want to…

agentic

TL;DR The gap: Existing finance benchmarks test agentic financial reasoning, data retrieval, and tool use through static, fully specified tasks. These one-off requests in clean contexts are not reflective of actual deployment.

↯ 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

AI is transforming everything from how doctors care for patients to how products are manufactured. At the same time, threat actors are attempting to leverage AI capabilities to hunt for weaknesses in the software behind critical missions.

agentic

There are a lot of tools in the market, Claude Code, HeyClicky, GPT-6 Astra, Meta Muse any other, that can "see" your screen and act on your behalf. Agentic AI, AGI terms are trending in market and creating havoc among emerging developers…

↯ GPT 6agenticclaude-code

Meta is beginning to win over Wall Street following Tuesday’s launch of its new AI app, Muse. The tech giant’s push into agentic AI is also a hot topic on X among industry players.

agentic

An agentic system is not just a collection of agents that can call tools and talk to one another. The difficult part is deciding what happens after an agent finishes.

agentic

How should agents interact with other agents? What happens when they rap or fight against each other with the pressure of human spectators?

openclawmcpagentic+1

Lately, I have been seeing many companies switch to take-home/project-based/role-based assessments. I feel like DSA-style assessments are valid to show a person's CS fundamentals but they are not enough these days to show a person's thinki…

agentic

After 25 years with TDD, we are now parting ways. The incremental TDD steps were great for human cognition, but didn't survive the transition to agentic coding.

agentic

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agentic

September 7, 2026·Company Agentic Automation: Skills and MCP That Evolve with Our Product Shahed Nasser Shahed Nasser At Medusa, we ensure all information we provide remains accurate and consistent across our docs for humans, and tools for…

mcpagentic

When developers first work on harness engineering for agentic coding systems, they often fall into the same trap: they run common end-to-end benchmarks like Terminal-Bench and DeepSWE, watch a composite score move by a few percentage point…

agentic

AI agents are evolving identity as we know it. They execute code, invoke tools, access applications and sensitive data, and take action on behalf of humans and systems.

agentic

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agentic

How Far Can Prompt Injection Reach in Agentic Coding Assistants? The blast radius of a prompt injection against your coding assistant was set weeks ago,...

↯ Securityprompt-injectionsecurityagentic

The ability to extract meaningful insights and make informed decisions hinges on our capacity to understand and interact with vast and complex datasets. For business users, this understanding isn't about database schemas and intricate join…

agentic

request DeepResearchRequesttopic stringparallelism integerA11 is an open-source toolkit that turns ordinary async functions into actions: reusable capabilities with named inputs and outputs that can stream. Run the same action locally, acr…

agentic

Our new agentic feature for video analysis cuts costs by up to 66% and reduces token consumption by up to 88% while boosting accuracy. Today, we’re launching agentic video understanding across our latest models: Gemini 3.7 Flash, 3.6 Flash…

geminiagentic