// ventures
Projects are the proof layer. Start with AI Lunchroom for practical AI training, IT Lunchroom for support-documentation direction, CipherG for a completed operating archive, or Market Intelligence & Decision Systems for research-only decision-quality work.
Private beta
Start here for practical AI training
An AI-training product in private-beta preview, built around realistic workplace prompts, guided labs, role-aware practice, and review habits.Open this first for the AI training-product direction: workplace-style prompts, role-aware practice, guided labs, and review habits that keep AI output useful after the demo. Currently in private-beta preview.
Public beta · free
Start here for everyday tech & security training
A free, plain-English training product for the everyday tech and security decisions people face at work. Now in public beta.Open this for the everyday-tech-and-security training product: short, plain-English lessons that show the safer move, browser-local practice, no login, and an optional configured LMS for teams. Now in public beta — free for individuals.
Research archive
Start here for research-only decision-quality work
Research-only work on market intelligence, expected value, pricing gaps, signal quality, execution constraints, variance, and decision discipline under uncertainty.Open this for the decision-quality thread: expected value, pricing gaps, signal review, variance, execution friction, and why an apparent edge only matters if it survives real constraints.
Operating case study
Start here for a completed operating archive
A concise case study on building, controlling, and sunsetting a founder-led P2P Bitcoin liquidity operation.Open this for the completed operating proof: marketplace trust, payment verification, customer support, fraud pressure, and controlled exit discipline.
Current products, archived ventures, and research-backed project notes with clear operating boundaries.
Do not infer active customer relationships, revenue, credentials, or private implementation details beyond the project note.