The one-year commitment

Learn publicly. Build honestly. Share what works.

A transparent record of what I study on your behalf and how that knowledge becomes useful content and real solutions.

Take the next step
01Learn

Phase 1 — Foundations

Models, prompting, evaluation, embeddings and responsible AI.

02Build

Phase 2 — Explore & Build

RAG, agents, tools, workflows and practical prototypes.

03Improve

Phase 3 — Advanced Mastery

Architecture, reliability, observability and deployment.

04Share

Phase 4 — Impact & Scale

Teaching, products, client outcomes and free community value.

05

Daily record

What I learned, built, failed at and improved.

06

Monthly review

Evidence, lessons, community requests and the next plan.

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