Uploaded August 2026 | Updated September 2026, 2 weeks ago

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We are witnessing an exponential curve in autonomous agent execution. AI agents have rapidly transitioned from requiring constant human supervision every five minutes to running multi-day PRD development loops unattended. What was considered a pipe dream just months ago is becoming standard software engineering reality. As agentic workflows become increasingly long-running and autonomous, establishing deep trace observability, execution guardrails, and automated evaluation harnesses becomes non-negotiable for enterprise production deployments.

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