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Nobody Ships Agent Chain Reliability. Here's How to Build It.
Anthropic, AWS, and Google shipped agent monitoring in April 2026. None measure compound chain reliability. Here's what LangGraph, CrewAI, and ADK actually give you — and the DIY patterns you build yourself.
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Every Agent Platform Shipped Tracing in April 2026. None of Them Can Tell You Why Your Agent Made the Wrong Decision
Agent traces show what happened. They can't show why. The debugging layer for the agent era doesn't exist yet.
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Every Agent Vendor Shipped a Usage Dashboard This Week. None Shipped a Scorecard.
Four vendors launched agent metrics in one week. All measure consumption. None measure whether the agent succeeded.
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Every Vendor Built a Room. Nobody Built the Hallway.
Four platforms shipped autonomous AI agents with cross-platform hooks in two weeks. The observability gap between them is the real reliability crisis nobody owns.
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AI Agents Can Fix Your Incidents Now — If Your Runbooks Are Not Folklore
PagerDuty, Datadog, Grafana shipped auto-remediation AI. The bottleneck is not the AI — it is your runbooks.