CASE STUDYin development
Sonde
An AI operating system for DevRel teams.
Next.jsTypeScriptPostgresDrizzleOpenRouter
The problem
Developer signals - friction, feedback, builder momentum - are scattered across GitHub and Discord and never become action.
What I built
A multi-agent pipeline: Signal Detector → Context Investigator → Action Planner → Action Executor, with a human approval gate. Model-agnostic via OpenRouter.
The result
Ingestion, detection, scoring and human-in-the-loop approve/execute are live. The remaining agents exist in code, not fully wired.