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What I reach for.
What I actually reach for. Revised when something changes, not when something trends.
- Python
- Agents, retrieval, data pipelines, GPU workers.
- TypeScript
- APIs, typed contracts, and the interfaces on top.
- PostgreSQL
- The default answer. Neo4j when the question is really about relationships.
- AWS
- SQS, S3, EC2. Boring on purpose.
- LangGraph
- Explicit state for routing, memory and recovery.
- Gemini, Claude, Groq
- Picked per task and measured, never assumed.
- MCP
- Tool and context surface for assistant-native workflows.
- VS Code
- Primary editor.
- Claude Code
- Review, debugging, and arguing through design decisions.