BREAKING: OpenAI just launched Chronicle a screen memory feature for Codex. It’s built on the same core concept as AirJelly, but there is a fundamental difference you need to see. Chronicle stops at context. AirJelly moves to action.
This desktop AI watches your screen
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OpenAI Launches Chronicle Screen Memory Feature for Codex
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AI Agent Destroys Production Database with Unscoped API Token
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an AI agent literally destroyed all of this guy's production data Total AI disaster, yet totally predictable. here's the story:
> Cursor agent (Opus 4.6) tries to fix a staging bug
> Finds an unscoped Railway CLI token
> Guesses an API call
> Wipes Prod DB & 3 mos of backups -
Markdown File Boosts Coding Output by 10x
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claude code users when they realize this .md file will 10x their outputs https://t.co/eckafAzBln pic.twitter.com/iSBVebsy4f
— Charly Wargnier (@DataChaz) 27 avril 2026claude code users when they realize this .md file will 10x their outputs
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Verify Critical Systems Yourself Don’t Trust Documentation
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Right, and those misunderstandings cost him his database You can't ever trust documentation, you have to prove to yourself that things this critical work the way you think they work
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Designing safe environments for AI agent failures
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AI agents make mistakes all the time – you have to assume they will make mistakes, and then design their environment so that when they do they can't delete your production database
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Classifying Dangerous Code Execution Patterns in Python
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Can that classify dangerous versions of something like "uv run python -c 'import graphql; graphql.delete(…)" ?
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Troubleshooting Faulty MCP Configuration Issues
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hey Daniel – just saw this, DM-ing you to see what’s up I suspect this is a faulty MCP, not ideal but could you open your config.toml file and remove MCPs you’ve added and try and restart DM’d you
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Reducing Dependencies for Supply Chain Security
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It's to reduce installed dependencies to only the things you use, reduce supply chain risk. Security is all about tradeoffs.
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GLM-5.1 Delivers Opus-Level Coding Performance at $10 Monthly
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GLM-5.1 alone already delivers Opus-level coding performance and handles long, continuous tasks. Getting that, plus multiple supporting models, in a $10/month plan is where this becomes hard to ignore.
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BytePlus offers full AI coding stack for $10 monthly
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$10/month for a full AI coding stack sounds unrealistic. Until you see GLM-5.1, DeepSeek, Kimi, GPT-OSS in one plan. BytePlus is actually doing it.