Now
What I would build next.
A living page — updated as focus shifts. Not a graveyard of past launches.
Updated
Current focus
Where the work is pointed.
Actively building
- AI-native workflowsFeatures that remove repetition inside tools desks already use — not standalone chat toys.
- Legal technologyMatter systems, deadlines, and register-scale search that survive Monday morning.
- Document intelligenceOCR → classification → extraction → human review → search & reminders.
- Product infrastructureEdge-native stacks a small team can operate: Workers, D1, R2, KV.
Next experiments
On the bench.
- AI assistantsMatter-scoped drafts with citations and forced confirmation.
- Agent workflowsNarrow tools that fetch, propose, and wait — never silent writes.
- Knowledge systemsRicher links between companies, matters, assets, and published legal knowledge.
Current learning
What I’m studying while shipping.
- New AI architecturesRetrieval patterns, evaluation harnesses, and failure modes in production.
- Product strategyWhich workflows deserve software — and which should stay human.
- System designConstraints of edge databases, migration discipline, and observability.
Content rhythm
Update when the work is real.
- Product shippedCase study + product page
- Technical challengeEngineering note
- Architecture worth explainingDiagram
- Insight that changed thinkingResearch, lesson, or changed-my-mind note
- Reusable checklistResources library
- Library contentDraft & publish via Portfolio CMS
- Major releaseChangelog entry
The site is a living library — knowledge index. Update when work is real: products, notes, diagrams, lessons. Measure what leads to contact, not vanity pageviews.
Collaborate
If this overlaps your problem space.
Open to conversations about AI products, systems, and technology.