Blog
Ideas, playbooks & engineering notes
Lessons from building AI-native software in production.
AI Engineering
Building production-grade AI agents in 2026
What we've learned shipping AI agents that handle real revenue — from tool design to evals.
2026-06-128 min
AI Engineering
RAG vs fine-tuning: a practical decision framework
When to retrieve, when to fine-tune, and when to do neither. A field guide.
2026-05-286 min
Product
How we ship investor-ready MVPs in six weeks
The exact discovery, scoping and delivery playbook we use with seed-stage founders.
2026-05-145 min
Engineering
Scaling Postgres to 100M rows without breaking a sweat
Practical patterns: partitioning, indexes that actually help, and pgvector at scale.
2026-04-309 min