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[[{“value”:”checkout latitude for agent observability: https://github.com/latitude-dev/latitude-llm
In this video I break down how to design long-running agents that can operate for hours or days without going off the rails. I cover the 7 core components: a clear, measurable goal (as a contract), a separate evaluator/judge, strict verifiers (deterministic checks plus stronger evaluations), an outer control loop to prevent early stopping and iterate on failures, orchestration across roles and models (planning, execution, evaluation) to control cost and quality, observability with dashboards and feedback surfaces to monitor runs, and memory via session mining to turn past failures into rules. I also explain why agents still fail (shortcuts, weak plans, stale context) and how each component catches those issues, plus a practical workflow to engineer agents reliably.
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00:00 Why Long Running Agents
00:34 The Seven Core Components
01:19 Goals as Contracts
02:42 Evaluator Separate Judge
04:04 Verifiers Proof Not Claims
05:13 Outer Loop Control System
06:29 Sponsor Latitude Observability
08:41 Orchestration Roles And Models
09:58 Observability Dashboards Feedback
11:13 Memory Session Mining Recap”}]] Read More Prompt Engineering
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