Uses
Tools I use every day
The software I rely on for work, and what I use it for.
AI workflow
- Claude Code
- Main tool for designing, building and debugging. Most of my RCA starts here.
- Cursor
- Editor for hands-on work across the solver and services.
- MCP servers
- Connect agents to Jira and our internal knowledge base so they work with real context.
Routing & maps
- OSRM and Valhalla
- Self-hosted routing engines for distance matrices and directions.
- Jsprit and OR-Tools
- For prototyping and benchmarking solver ideas.
Infrastructure
- Kubernetes
- Where the solver and its services run, across seven regions.
- Kafka and Elasticsearch
- Event streams and search behind real-time tracking.