ahinkel.dev
Software engineer · Budapest

I build and run agent-native infrastructure — and write about what breaks in production.

Production MCP servers, agent harnesses, and the trade-offs underneath: Go, Postgres, Terraform, Cloudflare. Field notes from shipping this stuff for European and US teams.

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Writing01 / 01
2026-08-0417 min

Counting trucks from space with free satellite data

How a moving truck betrays itself as a tiny blue-green-red smear in imagery that was never built to see it — and how to measure its speed, and count a whole country's freight, from 786 kilometres up, for free.

Sentinel-2PythonGeospatial