some of the friction of using coding agents for product building (not just writing code) is every new session starts from scratch. draft is my attempt at a fix.
Retrieval-augmented agents are increasingly the interface to large organizational knowledge bases, yet most still treat retrieval as a black box: they issue exploratory queries, inspect returned snippets, and iteratively reformulate until…
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Key Information Models and Pricing We offer a range of models supporting multiple use cases and modalities. Several older models will be retired on May 15 at 12:00pm PT, including grok-4-1-fast , grok-4-fast , grok-4 , grok-code-fast-1 , a…
- Grok 4.3 (docs.x.ai via hn)
- Grok (www.reddit.com)
- Grok hallucinations (www.reddit.com)
+3 more
- Grok 4.3 is out in the API (www.reddit.com)
- Where is Grok-2 Mini and Grok-3 (mini)? (www.reddit.com)
- Grok 4.3 Beta (grok.com via hn)
Show HN: Generate a variety of ad creatives for your SaaS (zenduxai.com via hn)
Hey HN. For SaaS, distribution matters more every day.
Which "personality" should I give Claude? (www.reddit.com)
I've been using Claude Pro for about a month now, and I now want to try and assign it a "personality". I've narrowed it down to 4 pop-culture characters that have artificial intelligence as a central aspect of their identity, having chosen…
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328 items
model roundup
Opus 4.7Claude Opus 4.7, released on April 16, 2026, is Anthropic's latest advanced AI model, offering improved handling of complex tasks and a larger context window of up to 1 million tokens. This version is 50% more expensive than its predecessor due to enhanced capabilities in software engineering and hybrid reasoning.
- 46m Opus 4.7 and DeepSeek V4-Pro select Buddhism as preferred religion
- 5h Anyone else notice way more hallucinations from Opus 4.7 in the last 2–3 days?
- 6h Lobotomized Claude Code and it works better
- 11h Claude helped me config a full controller .vdf-file
- 14h I built a complete BI SYSTEM for my business with Claude code - opus 4.7 - FULL TUTORIAL
102 itemsmodel roundup
DeepSeek 4DeepSeek-V4-Pro is a 1.6T parameter Mixture-of-Experts model supporting one million-token context, with significant improvements in efficiency and stability through hybrid attention and manifold-constrained hyper-connections. Community highlights include its cost-effectiveness via the official API and exceptional performance in large code change evaluations, with some noting its surprisingly robust output capability despite a 384K max token limit.
- 3h I used Claude to build an AI assistant that helps run live TTRPG sessions and am looking for a few playtest GMs
- 12h Canvas Data Breach; DeepSeek V4 Flash Boosts LLM Inference 4.3x
- 23h Upgraded DeepSeek V3 to V4 across two codebases. Two of my agents broke.
- 23h DeepSeek-TUI
- 1d What is the next SOTA model you are excited about?
Feature Request: In-conversation Highlights (www.reddit.com)
When working on long, complex conversations with Claude — research sessions, brainstorming, project planning — it's easy to lose important details buried among iterations and back-and-forth. A highlights feature would solve this.
For a while I kept making the same mistake a lot of people make with agent builds: I was trying to make one smart agent do everything. One prompt.
I saw this on another sub and didn't see it posted here, it looks awesome, and can definitely be run local. I guess it was released 11 days ago, but it never hit the top of my feed (which I look at way too often), so posting it again.
deskbrid The HAL your Linux desktop agents are missing. Deskbrid is a single Rust binary that wraps GNOME Shell, DBus, NetworkManager, BlueZ, PipeWire, and Wayland utilities into one JSON-over-Unix-socket protocol.
OpenKite - Opensource AWS DevOps AI Agent (www.reddit.com)
I built an opensource cloud DevOps AI agent thst has more than 30 tools built using boto3 to manage, audit and analyse AWS services. OpenKite collapses that into a single interface: ask in plain english, get a well-researched plan and an a…
User just tricked Grok and Bankrbot to send tokens with Morse code (www.cryptopolitan.com via hn)
User just tricked Grok and Bankrbot to send tokens with Morse code - Cryptopolitan Skip to content News Business Crypto Tech Economy Op-Ed Regulation Learn Courses Investing NTF’s Tech Pulse Room Deep-Dive Industry Thoughts Interviews Rese…
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208 items
event
CoworkIssues with Claude Cowork have been reported, including errors and disruptions for some users on April 16, 2026. Additionally, Google has developed its own desktop Agent to compete with Cowork, while users continue to explore alternatives and troubleshoot bugs in the platform.
- 50m I kept re-explaining my product/priorities every Claude Code and Cowork session. This plugin fixed it. 100% Free and Open Source
- 2h Is Claude CoWork Broken?
- 2h Really getting frustrated with CoWork. Have been getting this message for 24 hours anytime I try to use it.
- 9h Best local agent setup for M5 Pro MacBook?
- 13h Working with Cowork: Claude Desktop Is Three Apps Pretending to Be One
369 itemsmodel roundup
Qwen 3.6Qwen3.6-35B-A3B, a 35 billion parameter sparse MoE model with an active parameter count of 3 billion, was released on April 16, 2026, as open-source software under the Apache 2.0 license by Alibaba Qwen. It offers advanced functionality across various AI applications and outperformed competitors in drawing tests.
- 58m Probe-Detected Grokking in Multi-Probe DPO
- 9h After you’ve setup local models, where can you find interesting apps that can use them?
- 10h 9070xt inference for q3 qwen 27B
- 10h BeeLlama.cpp: advanced DFlash & TurboQuant with support of reasoning and vision. Qwen 3.6 27B Q5 with 200k context on 3090, 2-3x faster than baseline (peak 135 tps!)
- 11h vLLM + NVFP4 + Qwen3.6 27B: "Checkpoint does not provide a q scaling factor"?
TL;DR: Telegram bot to keep Claude Code running on a remote server and control it from your phone. --- Claude Code recently got an experimental Channels feature — you can talk to Claude directly in Telegram like a chat.
i made a claude desktop alternative (very lightweight) (www.reddit.com)
the official claude desktop app started feeling really heavy to me so i made this little open source wrapper instead. it's basically a webview around claude web with a few things i actually wanted: e.g., floating bar, customizable toolbar,…
In CRHQ, agents don't just reply with text. They ship live HTML artifacts (andrej.crhq.ai via hn)
How Artifacts Work in CRHQ How artifacts work in CRHQ In CRHQ, agents don't just reply with text. They ship live HTML artifacts.
Over the last few months I’ve been working on AI agents, especially conversational agents for sales/support flows. One thing became obvious pretty quickly: Most agents look great in a controlled demo.
Ask HN: Before Open Source took over the server, what was the discourse like? (news.ycombinator.com)
My understanding of the early Internet is that there was fierce competition among commercial, closed-source server and database software, and that the dominance of Linux, Apache, MySQL (and now PostgreSQL) etc were far from obvious or guar…
I made a small extension for saving and resuming Claude sessions (www.reddit.com)
I use Claude a lot for long project sessions, especially planning, writing, and code review. The problem I kept having was that a session would build up a lot of useful context, but later I would need to continue in a new chat and manually…
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7 items
model roundup
Sonnet 4.5On May 4, 2026, multiple automated status updates reported elevated errors for Claude Opus 4.5 and Sonnet 4.5 around the same time, with Anthropic introducing a feature called E-STEER that applies emotion intervention to these models.
- 3h With Sonnet 4.5 being discontinued soon, is there anyway I can make 4.6 act like 4.5?
- 6h the Claude App just said that Sonnet 4.5 is going to become unavailable for chat May 16th… I thought it wasn't close to depreciation?
- 21h Sonnet 4.5 is being retired.
- 23h Adiós Sonnet 4.5
- 2d how i can improve inference speed
This is an automatic post triggered within 2 minutes of an official Claude system status update. Incident: Claude Code on the Web Partial Outage Check on progress and whether or not the incident has been resolved yet here : https://status.…
ToolOps: One Decorator Away from Production-Ready AI Agents (github.com via hn)
ToolOps The Industrial-Grade Resilience & Efficiency Layer for AI Agent Tools Build production-ready AI agents. Stop writing infrastructure boilerplate.
At what point does Claude stop being an “assistant” and start becoming a real collaborator in your workflow?
Implementation Details of Codex /Goal (gist.github.com via hn)
How OpenAI's Codex CLI implements the /goal slash command for persisted long-running task objectives. The /goal command sets a persisted objective for a long-running task.
- AI Implementation - Codex (www.reddit.com)
Claude asked if I have an eating disorder? (www.reddit.com)
Part of my job is filming the company TikToks and this one featured me in frame in a tank top and sweats and then wearing a dress from one of the brands we work with. I often put videos drafts in Claude to get any advice on how to edit to…
title doesn't let nuance, ofc it's not the app that's faster but the way you can use it with Groq inference for example.
What should i now before starting on anything? (www.reddit.com)
I just got @cursor_ai pro now first time I have bene using claude code and codex all the time What should i now before starting on anything?