Build the system that builds the software

Designing a coding factory for AI agents

October 2026

Alexander Muresan

17+ years building software
Former CTO
Co-founder of Osynk
Consultancy · Coding factories · Harness for AI systems
100x

This is what I've seen in our work and with our customers. We're all early, and we're all experimenting. If you see it differently, tell me. That's the point of tonight.

AI-assisted: a person at every station,
AI helping each one. AI-native: agents at every station,
people only at the ends: set the goal, approve the result.

We started small and built our own product with it. Each time something failed, we changed one thing. What follows is that sequence, as it happened.

Codebases without testsNothing to check against, so nothing can gate a release

Products still finding their shapeWhen the intent changes daily, there's nothing stable to write down

Very small teamsBuilding the system can cost more than it saves

Start with one Workflow for one repeated job.

Thank you

Let’s connectLinkedIn · Alexander Muresan

Curious how our factory works?Try it: osynk.ai/download