I know of a lot of mid useless OSS projects at major tech companies that are now officially totally cooked. All of their work replaceable with a few well guided CC or GPT 5.2 Codex sessions by skilled operators.
CODE
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Claude Code and Codex CLI for Development
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Mostly Claude Code at the moment, with a little bit of Codex CLI
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Teams struggle with issue documentation balance and information completeness
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My guess is that most teams have been bad at filing issues in the past, defaulting to way too little information Now they're trying out too MUCH information, which may still be better than their previous default
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Sandbox AI Documentation Gaps Raise Trust Concerns
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I still haven't seen documentation that explains those sandboxes in enough detail that I can trust them A sandbox without documentation is of very limited use!
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Standardized JSON API for AI Models Offers Clean Slate
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Yes! This is the standard I've most wanted – a formalized, standardized JSON API for talking to models Would have been nice to see it build on chat completions since everyone's implemented that already, but Responses offers a clean slate and is a better fit for recent models
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YOLOv11 vs RF-DETR: Performance and Licensing Comparison
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Performance matters, but licensing decides. YOLOv11 vs. RF-DETR. pic.twitter.com/MDaiDhgpGQ
— Satya Mallick (@LearnOpenCV) 15 janvier 2026Performance matters, but licensing decides. YOLOv11 vs. RF-DETR.
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Microsoft Copilot vs GitHub Copilot: Enterprise Licensing Differences
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Is the Microsoft product called Copilot the same thing as GitHub's product called Copilot? If you buy the Microsoft enterprise Copilot do you get a working GitHub Copilot subscription automatically?
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From Magic 8-Ball to consultant panel: method tested across domains
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I’ve tested this on:
→ Business strategy decisions
→ Technical debugging
→ Research synthesis
→ Investment analysis The difference isn’t subtle. It’s like going from a Magic 8-Ball to a panel of consultants. And it works in ChatGPT, Claude, Gemini. Any model. -

Google Integrates Agentflow into Gemini for Business
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Google is working on integrating Agentflow into Gemini for Business. Agentflow is an automation builder in Google Workspace that allows you to build agentic pipelines, and it seems like they will become more integrated into Gemini Agent builder in the future. Consolidation
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How soon will AI coding bots build an entire OS?
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How long before someone uses AI coding bots to build a whole OS from scratch?