Claude.ai has a full Ubuntu Linux 24.04 environment (www.reddit.com)
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Clawback Clawback is an upgrade safety tool for OpenClaw installs. It captures a local baseline, rehearses a target OpenClaw version in a sanitized container, writes redacted reports, and provides guarded update/rollback commands.
Wire-level context pruner for Claude Code (github.com via hn)
claude-code-context-pruner A wire-level context-pruning framework for Claude Code. Strips deterministic noise from outbound API payloads so long-running agents stop drowning in their own tool-call history — without touching the local trans…
AI news is getting noisy again. New models.
OpenAI: Auto-review of agent actions without synchronous human oversight (alignment.openai.com via hn)
Last week, we released Auto-review in Codex. Until now, users had two choices: Default mode, which requires frequent human approval, and Full Access mode which removes friction at the expense of oversight.
Show HN: Editor, Browser, Terminal, Mail, Agents. AI Sharing Context (github.com via hn)
Kit 🏵️ Your entire dev environment. One window.
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258 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.
- 5m Does disabling /advisor significantly reduce token usage when using Opus?
- 1h Let's not rename powershell.exe
- 1h [unpopular opinion] Opus 4.7 appreciation post
- 11h I kept feeding Opus 4.7's thought processes back to it and the response was interesting. Not making any sensational claims. Just thought it was interesting.
- 13h Why Adaptive Thinking nukes Claude entirely
76 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.
- 6m CAISI Evaluation of DeepSeek V4 Pro finds it to be on par with GPT-5
- 5h CAISI releases evaluation report: DeepSeek V4 becomes the most powerful model in China, but still lags about 8 months behind the US frontier
- 8h Other models
- 21h 127³ — Superintelligence, public. DeepSeek V4 Pro
- 1d How can I locally run Deepseekv4 1.6T? I can use a VPS.
custom gpt doesn't work (www.reddit.com)
I made a custom gpt and uploaded 11 .csv files that I need for my task and I also wrote a detailed prompt as for the instruction, and also setup an action to use a custom calculator that I run on my own server to be more accurate in its an…
HELP NEEDED! Google's Agent Garden & Marketplace (www.reddit.com)
We've just been recently onboarded as a Google Cloud Partner into Agent Garden and Marketplace. I am trying to figure out if google customers can actually pick an agent from agent garden and transact it via marketplace?
Show HN: Enoch – Control Plane for Autonomous AI Research (github.com via hn)
I built Enoch after working with OpenClaw and trying to get an agentic coding system setup with Codex. In the past, I was trying to manually generate, code, and test this all manually.
How to Test AI Agents When They Never Give the Same Answer Twice (adlrocha.substack.com via hn)
@adlrocha - The Eval Problem: How to Test AI Agents When They Never Give the Same Answer Twice A practical two-layer approach, with lessons from Baselight AI and other agents I wanted to close this series of posts from the past few weeks o…
Claude Code and Codex made coding agents feel much more real to a lot of people. But I’m curious about the next step: agents that don’t just write code or call APIs, but actually operate real apps.
Have you all tried any MCPs, which one is the best? (www.reddit.com)
Every ai influencer is talking about MCPs now, heard there is Instagram MCP which analyses your posts and tells you what will work and what won’t, have you guys tested any? What worked best for you?
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272 items
model 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.
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CopilotMicrosoft is keeping its Copilot tool for Windows 11 but renaming it, while issues with rate limits and a security proxy have sparked concerns among users of GitHub Copilot. Meanwhile, Anthropic released a report on agentic coding trends, highlighting that developers use AI in about 60% of their work.
- 1h Skills Deck, the missing UI for devs with 100+ skills
- 7h Cursor Review 2026: The AI Code Editor That Replaced VS Code
- 16h Community-built registry for AI agent config files (system prompts, CLAUDE.md, GPT instructions) just hit 888 stars
- 18h Claude Code, Copilot and Codex got hacked. Attackers went for the credentials
- 18h Migrating from VS Code (GHCP) to Cursor
Can Claude fix Fortify security scan findings? (www.reddit.com)
Used optus 4.7 claude code in vscode with max effort. Failed at resolving Fortify issues that are high or critical many times, many having to do with Input Validation.
Arknet – decentralized AI inference, fair launch, one binary (github.com via hn)
arknet Decentralized AI inference. One binary.
terminal: npx skills add hrid0yyy/development-skills Created 4 custom slash commands: /saveplan /reviewplan /implementplan /doneplan Now every feature follows a clean lifecycle: Discuss idea Save structured plan Review feasibility/gaps Imp…
Selling my OpenAI credits worth $2500 at discounted price (www.reddit.com)
Got $2,500 worth of OpenAI API credits but won’t be able to use them fully. Looking to sell for a discounted price.(open to reasonable offers).
The Claude Code agent runner I've been dogfooding since March (myclementine.ai via reddit)
Built this for myself in March and have been running it on my SaaS ever since. Two agents (a Lead and a Worker) live on a small Linux VPS, each in its own tmux session under systemd, looping on real work.
When to run multiple agents? (www.reddit.com)
Hey everyone. I’ve been following the agentic scene for a few months but I have yet to jump in.
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112 items
model roundup
GPT 5.5On [Date], a significant leak of the OpenAI Codex model, referred to as GPT-5.5, was captured on video before it was patched. The incident involved models named Arcanine and Glacier-alpha.
- 4h Kimi K2.6 just beat Claude, GPT-5.5, and Gemini in a coding challenge
- 6h what is the command to call the countdown or waiting function?
- 6h GPT-5.5 & GPT-5.5 Pro are now available in Manifest Router.
- 7h GPT 5.5 just leaked its chain of thought to me in codex, and it looks like an idea from 5 months ago in this sub.
- 18h GPT 5.5 tops private citation benchmark on Kaggle (AbstractToTitle task)
I’ve been using n8n since the start of the year, and for a while I was running it through the custom MCP from n8n-mcp GitHub repo It worked… but it always felt like I was duct-taping things together. Now with the native n8n MCP, it’s a com…
I solved my problem and hope your also (www.reddit.com)
I am an AI engineer. I build more AI agents, Agentic AI systems.
NodeMind — Binary Document Intelligence 48× smaller online · 32× smaller offline · up to 100× on images. 75× faster search.
Claude agents for my branding and marketing (www.reddit.com)
I'd love some ideas on how to build a pipeline similar to this. Claude is giving me weird options like building artifacts, but I suppose this is built on code.
Claude Calculation Errors (www.reddit.com)
Hi, Recently, i've been noticing that claude has been getting simple calculations such as 3% of 30,000,000 wrong. Is there a way/skill that i could implement for it to stop making these type of errors??
- Errors in Claude Code (www.reddit.com)
Show HN: Keryx: TypeScript framework where one Action becomes HTTP, WS, CLI, MCP (www.keryxjs.com via hn)
MCP-Native Every action is automatically an MCP tool. AI agents authenticate via built-in OAuth 2.1, get typed errors, and call the same validated endpoints your HTTP clients use — zero extra configuration.
Redesigning Agent Skills – two missing parts (simianwords.bearblog.dev via hn)
Redesigning Agent Skills - two missing parts I'm a big fan of SKILLS.md in the context of LLM agents. On the surface, its a very simple concept - it just contains summary of a big concept and this summary is always fed into the LLM's conte…