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The day autonomous agents can produce cryptographically bound, deterministic, machine-checkable deployment certificates is the day CI/CD stops being the authority of deployment and becomes the evidence layer for proof-carrying deployment.
Autonomous LangGraph workspace agent for iterative coding, document engineering, and sandbox tasks via a secure Docker gateway with Telegram ingress and Langfuse telemetry.