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parallel execution

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Agents/2026-06-22Advanced

Stop Hard-Coding Your Agent Concurrency: Let It Tune Itself From What It Observes

When you run several Antigravity 2.0 agents in parallel, a single fixed concurrency number is wrong twice: it stalls at 429s during the day and idles capacity at night. Here is an adaptive design borrowed from TCP congestion control — additive increase, multiplicative decrease — that moves your concurrency from observed signals, with working Python and field notes.

Agents/2026-06-12Intermediate

Size Antigravity Agent Tasks by What You Can Review — a Practical Cure for Rework

A one-line request cost me forty minutes of agent time and a Monday rewrite. Here is the sizing rule I switched to — tasks I can review in fifteen minutes — with the three actual briefs, acceptance criteria phrasing, and file-boundary rules for worktree parallelism.