Case Studies
Real projects. Real timelines. Context Engineering in action.
Inside OutcomeOps AI Assist: Workspace Budgets, OCSF Audit, and Two Integrations in a Day
A look at the enterprise platform we use to ship our own product — workspace-scoped cost caps, OCSF-formatted audit streams piped to any SIEM, and the same-day rollout of OneDrive and OneNote that proves the integration pattern.
Published May 11, 2026
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How RetrieveIT.AI Ships New OAuth Connectors in a Day, Not a Week
A deep dive on the 16-integration OAuth platform powering RetrieveIT.ai — built on AWS S3 Vectors, workspace-scoped tokens, and a shared file-ingestion Lambda that turned every new connector into a one-day exercise.
Published May 11, 2026
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AI-Suggested, Human-Approved: Building MyFantasy.ai at $0.031 per Episode
A consumer fantasy sports platform live in beta with RuPaul’s Drag Race All Stars — Bedrock extracts candidate scoring events, humans approve before any write, and every dollar of inference is measured before we open the second show.
Published May 10, 2026
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How We Built RetrieveIT.AI: From Domain to Launch in 6 Days
A multi-tenant semantic search SaaS platform - from idea to paying customers in under a week using Context Engineering.
Published January 6, 2025
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