INSIGHTS

Writing from the pipeline floor.

What we’ve learned building automated AI systems — from TDD pipeline architecture to LLM provider failures, Python vs Go, and what “AI-assisted development” actually means in practice.

[sarolta_insights]

sarolta

Building something
that needs to be correct?

These posts come from real pipeline runs and real failures. If you’re building systems where correctness matters, talk to us.