Workflow Design
How to select the first production AI workflow
Pick a bounded workflow with clear inputs, decisions, actions, and measurable consequences before you scale AI across the business.
Read articleEngineering notes
Practical guidance for production AI.
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Agent Evaluation
What an evaluation suite for an agentic workflow should contain
An agentic workflow needs more than prompt spot-checks. Define expected behavior, failure categories, release thresholds, and regression coverage before broad deployment.
Read articleSecurity and Governance
When to use human approval, confidence thresholds, and fallbacks
Use human approval where consequences are high, confidence thresholds where uncertainty is measurable, and fallbacks where systems or models fail predictably.
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