Blog
Field notes on building and running software — what worked, what broke, and how AI changes the work.
All posts
Chainsight: Forecasting Bitcoin On-Chain, Honestly
Owning a genuinely hard problem end to end as a product owner building through Claude — forecasting Bitcoin from my own full node, and making honesty about uncertainty the whole point.
- Machine Learning
- Bitcoin
- On-Chain Analytics
Phiremap: rebuilding IBIS dialogue mapping as a real-time collaborative web app
Owning the brief as a product owner building through Claude — taking a single-user desktop tool and deciding, store by store, how to turn it into a real-time collaborative canvas that also covers CRM and agile.
- CRDT
- Real-time collaboration
- React
RSS Feeder: a local-first marketing-intelligence engine on Go, pgvector, and on-device LLMs
A product owner's bet that brand intelligence could be useful and private at once — set the brief, drew the no-cloud line, and built it through Claude into a self-hosted pipeline that reads the news and answers with citations.
- Go
- Local LLMs
- RAG
Parsing SEC EDGAR into clean profiles: a polite worker, a strict schema, and SSR pages
Owning the brief end to end as a product owner building through Claude — how far a genuinely free stack can go when you decide that trust and provenance, not features, are the product.
- Next.js
- Python
- Supabase
StockHero: an honest ensemble of five stock-forecasting models
Owning the brief on a five-model forecasting product and building it through Claude — where the real work was deciding what 'honest' had to mean before any number was allowed to ship.
- Machine Learning
- Ensemble Forecasting
- Microservices
Adopting Claude without scaring Security
In large companies the blocker to AI isn't capability — it's the Security and Legal sign-off. Here's how Claude's enterprise controls map to the questions those reviewers actually ask.
- Claude
- Governance
- Security
The case for adopting Claude at your company
Why a governed, company-wide Claude rollout is one of the highest-return moves a company can make right now — from the chair of a product owner who ships and operates software, and now builds applications with Claude.
- Claude
- AI
- Adoption
AI-assisted delivery, from a manager's chair
How a product owner's job changes when AI does the building — your leverage moves to the brief, the guardrails, and the bar for 'good'.
- AI
- Claude
- Delivery
Why I'm writing this in public
What this site is for — a portfolio of applications I owned from brief to production, increasingly built through Claude, and a running log of how I think and learn by building that way.
- Intro
- Product
- AI