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Notes and analysis on AI development.
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AWS Agent Toolkit shows how coding agents get cloud access
AWS Agent Toolkit packages MCP servers, skills, and plugins into an official path for AI coding agents that need to work with AWS safely.
[AI]
Copilot CLI plugins become an enterprise standard
GitHub has put Copilot CLI managed plugins and Rubber Duck cross-model review into the enterprise control plane for terminal-based coding agents.
[AI]
OpenAI Daybreak brings cyber defense into the development loop
OpenAI Daybreak connects GPT-5.5-Cyber and Codex Security to vulnerability discovery, patch validation, detection, and audit evidence.
[AI]