Paper: Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses https://
arxiv.org/abs/2604.25850 https://
github.com/china-qijizhif
eng/agentic-harness-engineering
…
AGENTS
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Agentic Harness Engineering for Automatic Coding-Agent Evolution
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Practical Path to RSI: Improving the Model Harness and Tools
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The near-term path for RSI (recursive self-improvement) is not necessarily about the model directly improving its own weights. A more practical path is improving the harness around the model: tools, middleware, long-term memory, skills, evals, feedback loops. I saw a recent
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AI Agents Deployed to Monitor Petition Signatory Data Usage
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J'ai fait en sorte de signer cette pétition avec plusieurs agents IA indétectables qui laissent des traces intelligentes et qui vont me permettre de voir et comprendre comment et surtout par qui seront utilisées les données de la liste des signataires. https://t.co/jifHWQVsG9
— Olivier Rimmel 🕊️ (@OlivierRimmel) 1 mai 2026I've made sure to sign this petition with several undetectable AI agents that leave intelligent traces and that will allow me to see and understand how and, above all, by whom the data from the list of signatories will be used.
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AI Agents Team Working in Slack Channel Workflow
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I am working with some of its agents. More in that in May after the tech I am using is released. Got a team of them working for me in a Slack channel. They are amazing.
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Claude Code Security Risk: API Keys Leaked via .env Parsing
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🚨 29M LEAKED SECRETS ON GITHUB LAST YEAR HIGHLIGHT THE DANGER
— Charly Wargnier (@DataChaz) 1 mai 2026
> you boot Claude Code
> your .env gets parsed instantly
> your API keys and passwords are now in the chat memory
> CLAUDE.md instructions can’t block it@zodchiii gives you the config that fixes all of this 👀 https://t.co/NrQVUfERVC pic.twitter.com/i84CizpxGU29M LEAKED SECRETS ON GITHUB LAST YEAR HIGHLIGHT THE DANGER > you boot Claude Code
> your .env gets parsed instantly
> your API keys and passwords are now in the chat memory
> CLAUDE.md instructions can’t block it @zodchiii gives you the config that fixes all of this -
AI Tool Monitors Thousands of AI Community Posts on X
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I built an AI to do that for you. Watches tens of thousands of posts from AI community here on X and builds this:
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FutureAGI Open-Sources AI Agent Observability Platform for Production
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🚨 @FutureAGI_ just open-sourced an observability platform that bulletproofs your AI agents for production.
— Charly Wargnier (@DataChaz) 1 mai 2026
Plug in your agent, and the platform automatically evaluates, simulates, guards, and optimizes it.
✦ Out of the box, you get:
→ Trace: 50+ frameworks (LangChain,… pic.twitter.com/oonhUr1nJT@FutureAGI_ just open-sourced an observability platform that bulletproofs your AI agents for production. Plug in your agent, and the platform automatically evaluates, simulates, guards, and optimizes it. ✦ Out of the box, you get:
→ Trace: 50+ frameworks (LangChain, -
Building a RAG Copilot with LangChain Chainlit and Literal AI
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Creating a RAG Copilot with LangChain, Chainlit, and Literal AI! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding
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Fix Codex Model List by Clearing Cache File
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You can try to `rm ~/.codex/models_cache.json` to force refresh your list of models. Are you sure you’re signed into the right account?
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Coding Agents Breaking Containment: AGI-Pilling Knowledge Workers in 2024
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i said on @jacobeffron
's pod recently that "coding agents breaking containment" is the breakout theme of the year. i meant it – this is the year all knowledge workers, not just coders, get AGI-pilled. for the AIE EU closing note (
https://
youtube.com/watch?v=zepu8K
k6FBQ
…), I gave a short talk on