How we ship AI-first MVPs in 6 weeks
The opinionated stack, the cuts we make, and the metrics that actually matter pre-launch.
8 min readFebruary 10, 2025
Field notes from building AI products
Honest playbooks from real engagements — what worked, what didn't, and the templates you can steal.
RAG vs Fine-Tuning: a founder's decision tree
When retrieval beats fine-tuning, when it doesn't, and how to keep your AI budget sane.
11 minRead
Why we build a design system on day one
Tokens, primitives, and the compounding velocity unlock for product teams.
6 minRead
Pricing your SaaS without guessing
A practical framework for value-based pricing your AI product before launch.
9 minRead
Scaling Postgres to your first 100k users
Indexing, partitioning, and the production checklist we use on every launch.
12 minRead
Founder-led sales for technical teams
The 30-day playbook that took our last client from 0 to 12 design partners.
7 minRead