Posts
All the articles I've posted.
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Claude Code May Be Making Developers More Technically Adventurous
A new arXiv paper studies 5,838 GitHub developers and finds Claude Code adoption coincides with more commits, more repos, and broader language use.
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DeepSeek Is Turning Cheap Cached Inference Into an Agent Strategy
DeepSeek says V4-Pro pricing will move to one quarter of its original price after May 31, while Reasonix shows what cache-first coding agents can look like.
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Memory Is Becoming the AI Chip Tax
Epoch AI estimates high-bandwidth memory rose to 63% of AI chip component spending by late 2025. The AI infrastructure story is no longer just about logic dies.
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Constraint Decay Is Why Coding Agents Break in Real Repos
A new arXiv paper found coding agents lose about 30 points as structural backend constraints accumulate. The lesson is simple: demos reward output; production rewards constraint discipline.
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Project Glasswing Moved the Bottleneck From Finding Bugs to Fixing Them
Anthropic says Claude Mythos Preview and roughly 50 partners found more than ten thousand high- or critical-severity vulnerabilities. The scary part is not discovery anymore. It is disclosure, triage, and patch throughput.
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Microsoft's Security Copilot Agent Is the Boring AI Win
A new Microsoft Security Copilot paper says its Dynamic Threat Detection Agent runs across tens of thousands of Defender customers with 80.1% precision. This is what production agents are starting to look like: narrow, audited, always-on, and embedded inside existing workflows.
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Gemini Spark Is Google's Background Agent Bet
Google introduced Gemini Spark as a 24/7 personal agent for Workspace and connected apps. The product signal is background delegation, not another chat surface.
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OpenAI's Geometry Proof Is the Research Shock
OpenAI says an internal general-purpose reasoning model disproved a central conjecture in discrete geometry. The important part is not the headline, it is the kind of work that survived expert scrutiny.
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Google Is Putting Gemini Back on Your Face
Google's Android XR eyewear starts with audio glasses this fall. The hard part is not the frames, it is trust in public.
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Google Search Is Becoming an Agent Console
Google's I/O 2026 Search update adds information agents, generative UI, and deeper AI Mode. Search is moving from links to delegated work.