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Agent Supervision

Akshay Sarode

"Run an agent" is easy. "Run an agent for 6 hours overnight without it dying or doing something dumb" is the actual job. Supervision in the AI agent context is:

Why this matters

Without supervision, AI agents are scripts you launched and hoped for the best on. With supervision, they're production workloads with a known shape. You can run more of them in parallel, leave them longer, and recover from crashes without losing work.

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FAQ

What kinds of agents does this cover?

Any process — Claude Code, Codex, Aider, Playwright runs, Python scripts, Go binaries, training jobs. Anything that runs in a PTY.

Do I need to instrument my agent?

No. The daemon supervises the process; the agent is an opaque consumer of stdin/stdout/stderr. Permission requests are signaled out-of-band — the agent prints a JSON line on stderr that the daemon recognizes.