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Operating cadence for AI agents in production

Nov 30, 2025
6 min read
Sa

Samir Desai

Principal Engineer

ReliabilityWe treat every agent like a service: typed contracts, circuit breakers, and transparent queues with back-pressure.

  • Goal decomposition with deterministic fallbacks
  • Audit trails and replayable plans
  • Human handoff lanes baked into workflows
""Autonomy is great—control is better. We bias toward visibility and safe defaults before scale.""