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Inside AI coding agents: supervisors, tools, and sandboxed execution

article Daily Digest calendar_today 2025-12-25 Daily

Modern coding agents wrap multiple LLMs: a supervisor decomposes work and tool-using workers edit code, run commands, and verify results in loops. They operate either locally with OS-level permissions or in sandboxed cloud containers preloaded with your repo to run tests and linters safely. Effectiv...

Claude Code pushes 7 updates in 2 weeks

article Daily Digest calendar_today 2025-12-23 Daily

A new video reports seven recent updates to Claude Code, Anthropic’s coding assistant, released over a two‑week span. The key takeaway is a fast cadence that can change suggestion behavior, refactor flows, and IDE integration between sprints. Set up a 1–2 day pilot on a representative repo to baseli...