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Agent Observability: The Non-Negotiable Layer of AI Agent Hosting
Agent observability has become the deciding feature of AI agent hosting in 2026. A practical look at tracing, evaluation, governance, OpenTelemetry standards, and what to demand from a hosting platform before your agents go to production.
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Human-in-the-Loop Design: Building AI Agents That Pause for Approval
Human-in-the-loop design is the discipline of letting AI agents move fast where it is safe and pausing for human approval only where the stakes demand it. A practical look at propose-then-commit, risk tiering, evidence packs, idempotency, and audit trails.
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Stateful Execution and Checkpointing for Reliable Long-Running AI Agents
A single prompt-and-response call is easy to trust. The moment an AI agent strings together a dozen steps — researching, calling APIs, writing to a database, waiting on a human approval — reliability becomes the whole job. If the process crashes on step nine, you cannot simply start over: side effects have already fired, tokens..
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