LaunchNests
Engineering Blog
Deep technical essays on Model Context Protocol (MCP), agentic browser automation, Domain Rating compounding, and state machines for software distribution.
Why We Built an MCP Server Instead of Selling a Static Playbook Git Repo
When we started building LaunchNests Ship, the initial temptation was to just sell a private git repo of markdown files like LaunchRepo. Here is the technical breakdown of why that model fails founders and why Model Context Protocol (MCP) changes everything.
Case Studies & Deep Dives
Empirical launch data, telemetry reports, and state machine internals.
Case Study: Scaling Domain Rating from 0 to 34 in 30 Days with Zero Paid Ads
An empirical study of launching an early-stage SaaS product across 50 free high-authority directory routes. See the exact indexing timeline, backlink velocity, and referral traffic metrics.
The 12-State Submission Machine: Never Guessing If a Listing is Live
Why boolean flags like `is_submitted: true` fail catastrophically when autonomous agents handle web operations. Inside our Drizzle ORM state machine and HTTP verification protocol.