Research-to-Build Playbooks
Practical workflows for moving from idea to build direction, without overbuilding or blind architecture choices.
Workflows
Step-by-step playbooks for moving from AI research to build decisions and execution.
Product Research
·13 min
13 min readProduct Research for Vibe Coders: The 48-Hour Framework Before Your First Prompt
Most vibe coding guides start at 'open Lovable.' This one starts earlier. Here's the 48-hour research framework that separates vibe coders who ship products from vibe coders who rebuild the same thing three times.
How Products Are Built
·11 min
11 min readHow to Build an App Like Linear: Architecture, Stack, and Tradeoffs (2026)
Linear reached $35M ARR with 3 engineers by making one architectural bet: responsiveness above all else. Here's a founder-focused breakdown of Linear's sync architecture, the two honest v1 paths, and what to copy vs what to leave for v2.