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Michael Liendo

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Trust, But Verify: Human-in-the-Loop for Agents That Actually MatterCommit Your Code 20262026-09-02
Maps human-in-the-loop patterns to concrete mechanisms: lightweight inline confirmations for seat or preference questions, token vault and OBO for long‑lived…
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Trust, But Verify: Human-in-the-Loop for Agents That Actually MatterCascadiaJS 20262026-06-01
Demonstrates concrete human-in-the-loop patterns: a live demo shows an interrupt pattern (back-and-forth before action), reserving a flight without a credit…
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Build a full-stack app with GraphQL & AWS AppSyncAWS Developer Innovation Day 20232023-04-26
Builds a fully typed app using GraphQL on AWS AppSync with Next.js, Amplify libraries and CDK, wiring AppSync resolvers directly to DynamoDB (no Lambda for…
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Your SaaS forecast: Cloudy with a chance of GraphQLReact Miami 20232023-04-20
Claims that a micro SaaS can be production ready on day one using NextJS + AWS CDK and managed AWS services while targeting $5k–$10k MRR. Shows an actual…
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