01
Frame the workflow
Start with the user task, constraints, and what a useful result looks like.
Working together
Services
The systems I build and the problems they solve.
01Areas of work
What I build
02Working together
How a project moves
02
Choose the smallest system
Map the interface, data, model, and integration boundaries before building.
03
Build with checks
Implement the core path and test edge cases, access rules, and failure states.
04
Ship the working path
Connect the UI and service, deploy it, and make the handoff usable.
05
Measure and improve
Look at accuracy, latency, cost, or user friction and iterate from evidence.
03Tools and systems
The stack behind the work
Languages
TypeScriptJavaScriptPythonRustJavaSQLC / C++
Frontend + mobile
ReactNext.jsReact NativeExpoRedux Toolkit
Backend + data
Node.jsExpressBunFlaskFastAPIPostgreSQLMongoDBRedisSupabase
AI + agent systems
RAGLlamaIndexLangChainQdrantpgvectorMCPCoding agentsPrompt evaluation
Tools + infrastructure
GitDockerAWSWebSocketsPlaywrightTurborepoSolanaAlgorand
