01
Live product
LekkerKids
I ship & iterate.- Own the loopResearch → code → launch
- Listen10 parent observations
- AdaptMap-first → List-first
02
MVP paused
Daycare App (iOS / Android)
I know when to stop.Three role-based portals, built and demoed
Paused before launchAdminOrganisation → schools

TeacherRuns the day



ParentSees the day


- 01Build MVPFlutter + Firebase
- 02InterviewOperators + educators
- 03StopEvidence > sunk cost
- Technical depthO(N) → O(1) reads
- Access controlRBAC enforced at the data layer
- Cloud FunctionsBackend reporting & CSV export pipelines
03
Ongoing experiment
AI Project Agent
I learn through failure.An AI agent designed to understand a software project and work autonomously: choose a task, make a change, and verify the result.

- AI-nativeLangChain agent loop
- Systems thinkerUnderstand → verify
- Learning mindsetFailures → roadmap
