Nine production layers your Claude Code agent prototype still needs, according to one AI engineer
MaryamMiradi · x · 2026-09-22
AI engineer Maryam Miradi lays out the production layers Claude Code doesn't replace when moving from prototype to production agents: scope boundaries with human-approval escalation points; durable state that survives retries and restarts; a context policy governing what's relevant, trusted and fresh (latest approved SOP, not stale docs); and action contracts validating tool inputs, schemas, outputs and side effects. Her point: prototyping speed is Claude Code's strength, but state management, context governance and action safety remain classic engineering work.
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