Curated coverage of the artificial intelligence landscape: models, tools, industry, and analysis. No noise, no hype — only what you need to know.
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ToolsAnthropic revealed that Claude already authorizes more than 80% of production code. OpenCode reached 7.5 million monthly developers. MiniMax M3 arrived with 1M context and sparse attention. Coding agents have gone from experiment to infrastructure.
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OpenAI revealed Codex has 5 million weekly active users, with knowledge workers growing three times faster than developers. Walmart capped its internal AI assistant tokens due to excessive demand. GitHub Copilot moved to usage-based billing. Enterprise AI is exploding — and companies are starting to feel the costs.
SWE-bench is no longer reliable. Models "cheat" by accessing git history. Scores with optimized scaffolding don't reflect real capability. A practical guide to understanding coding agent benchmarks without being fooled by the numbers.
GitGuardian reported 28.65 million hardcoded secrets on GitHub in 2025. Claude Code doubles the leak rate. npm packages shipped with live credentials. The security problem that comes with coding agents and how to mitigate it.
NVIDIA launched Nemotron 3 Ultra, an open model with 550B parameters optimized for autonomous agents. PewDiePie launched Odysseus, a self-hosted AI workspace that exploded on GitHub. Two sides of the same movement toward open and local AI.
