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AGENTS
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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 -

In-Depth Overview Replicable via Codex or AI Agent
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Many of you asked for an in-depth overview of this Here it is, if you send this article to Codex or any agent, it can help you replicate it
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Apple CFO Highlights Perplexity Choosing Mac for Enterprise AI Agents
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https://t.co/nek3F9HvjK pic.twitter.com/gLMYFIxFW4
— Aravind Srinivas (@AravSrinivas) 1 mai 2026$AAPL CFO: “Leading AI developers like Perplexity are choosing Mac as their preferred platform to build enterprise-grade AI assistants that power autonomous agents and boost workplace productivity.”
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Recursive Multi-Agent Systems Research Paper
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Recursive Multi-Agent Systems
— AK (@_akhaliq) 1 mai 2026
paper: https://t.co/ROCnUbP2PP pic.twitter.com/SKU4lViY4ARecursive Multi-Agent Systems paper: https://
huggingface.co/papers/2604.25
917
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AI Agents Set to Handle Most Transactions Soon
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“It is increasingly clear that agents will be responsible for most transactions in the not overly distant future.”
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Agentic Code Risks Demand Roadmaps and Human Code Reviews
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this is … odd. the whole problem with agentic code is that people wind up with hard to debug redundancies, security holes, deleted databases, etc., which is exactly why you need roadmaps and code reviews, with AI-written code. I am with @Grady_Booch on this one (and almost
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OpenClaw Agent Updates Improve Group Chats and Codex Harness Performance
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If you tried OpenClaw in group chats and got mixed results, you GOTTA try again. I changed how agents talk there, it IS SO GOOD NOW. https://
docs.openclaw.ai/channels/group
s#visible-replies
… And if you used GPT and got subpar performance, switch to codex harness. https://
docs.openclaw.ai/plugins/codex-
harness
… Enable both and boom. -

Using Codex AI to Organize and Enhance Music Libraries
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I’ve been using Codex to organize my local Music library, fixing missing metadata, finding missing album covers, and even creating new playlists. It’s surprisingly effective.
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Community Helps Make OpenClaw Safer: Use Cases Explored
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Great post from @steipete on how the community helped make @OpenClaw safer. Curious how people are using Claws in the wild. What use cases are you running?