Someone built an agent that fixes its own bugs on autopilot. Agents fail in production constantly. Hallucinated tool calls, refusal loops, redundant arguments. Fixing these usually means engineers digging through thousands of traces by hand. A new open-source framework
TOOLS
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Codex App Ships GPT-5.5 Browser Control Sheets Slides and More
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Codex for everything. Over the last 2 weeks, we shipped a pretty big set of updates: GPT-5.5, browser control, Sheets & Slides, Docs & PDFs, OS-wide dictation, auto-review mode, /pets, and a .tex plugin. The whole app also got better: dynamic UI for the task at hand, ~20%
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New Golden Age of Research Powered by Open-Source AI Tools
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A new golden age of research is just starting. It is powered by more universal compute, open-source, and powerful code and math assistants. Exciting times ahead. https://t.co/ACbGgdQZRM
— Nando de Freitas (@NandoDF) 3 mai 2026A new golden age of research is just starting. It is powered by more universal compute, open-source, and powerful code and math assistants. Exciting times ahead.
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Gemini App Lacks Model Retry Feature Without Losing Attachments
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Why doesn't the Gemini app let us retry prompts with a different model without losing our attachments? Doing the whole copy-paste and re-upload routine every time is a MASSIVE headache.
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Integrating Security Findings Directly Into Developer Task Systems
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Security tooling has historically failed to land inside dev workflows because of the handoff. Findings live somewhere, developers live somewhere else … the communication protocol is a report.
— Neil Lawrence (@lawrennd) 3 mai 2026
Put findings directly into the task system and remove the handoff. https://t.co/ZG85FgFejASecurity tooling has historically failed to land inside dev workflows because of the handoff. Findings live somewhere, developers live somewhere else … the communication protocol is a report. Put findings directly into the task system and remove the handoff.
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ChatGPT 5.5 Pro / Images 2.0 creates a D’ni numeral wall clock photo
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ChatGPT 5.5 Pro / Images 2.0 generates a photo of a wall clock using D'ni numerals—the fictional base 5 numeral system from Riven: The Sequel to Myst (1997):
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Run Codex Inside OpenClaw With Plugin Harness
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Run codex inside OpenClaw! https://
docs.openclaw.ai/plugins/codex-
harness
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OpenClaw npm Package Update Fixes Dependencies and Moves to Extensions
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This one fixes the depenency issues/slowness some had when installed via npm. Plugins are hard, worth it tho! Package is way leaner now, we moved [almost] everything into extensions! https://
docs.openclaw.ai/plugins/manage
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Codex Ships GPT-5.5 Browser Control Sheets Docs and More
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Codex for everything. Over the last 2 weeks, we shipped a pretty big set of updates: GPT-5.5, browser control, Sheets & Slides, Docs & PDFs, OS-wide dictation, auto-review mode, /pets, and a .tex plugin. The whole app also got better: dynamic UI for the task at hand, ~20%