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Today's topics:
-AI proves a fresh math result
-Coding agents reshape development workflows
-Permission hooks tame tool prompts
-Build-your-own agents with SDKs
-AI code review with production context
-Verification without running tests
-Gmail enters the Gemini era
-AI PCs: hype meets reality
-Compliance, hiring bias, data plumbing
-GPU performance and chip geopolitics
-https://matthewrocklin.com/ai-zealotry/
-https://nader.substack.com/p/the-complete-guide-to-building-agents
-https://www.greptile.com/state-of-ai-coding-2025
-https://gist.github.com/doobidoo/fa84d31c0819a9faace345ca227b268f
-https://blog.sentry.io/building-a-code-review-system-that-uses-prod-data-to-predict-bugs/
-https://cookbook.openai.com/examples/agents_sdk/context_personalization
-https://www.hyperdimensional.co/p/among-the-agents
-https://pytorch.org/blog/warp-specialization-in-triton-design-and-roadmap/
-https://techcrunch.com/2026/01/08/nvidias-reportedly-asking-chinese-customers-to-pay-upfront-its-for-h200-ai-chips/
-https://davegriffith.substack.com/p/eight-software-markets-ai-that-will
-https://blog.google/products-and-platforms/products/gmail/gmail-is-entering-the-gemini-era/
-https://arxiv.org/abs/2601.04171
-https://singhkays.com/blog/lord-war-test-image-models/
-https://angadh.com/claude-code-project-1-follow-up-1
-https://mathstodon.xyz/@tao/115855840223258103
-https://www.cdata.com/lp/ai-data-connectivity-report-2026
-https://github.com/Hiepler/EuConform
-https://www.greptile.com/state-of-ai-coding-2025
-https://www.zdnet.com/article/ai-pcs-arent-selling-and-microsofts-pc-partners-are-scrambling/
-https://san.com/cc/workday-hires-for-millions-a-lawsuit-seeking-plaintiffs-says-its-ai-shut-out-applicants-over-40/
-https://blog.sentry.io/building-a-code-review-system-that-uses-prod-data-to-predict-bugs/
-https://techcrunch.com/2026/01/08/openai-to-acquire-the-team-behind-executive-coaching-ai-tool-convogo/
-https://stevenadler.substack.com/p/ai-isnt-just-predicting-the-next
-https://blog.sentry.io/building-a-code-review-system-that-uses-prod-data-to-predict-bugs/
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