144K
Lines of code
Case studies.
Four production systems, written up the way engineers actually want to read them — architecture, internals, war stories, and the real numbers behind each one.
Trevion
Personal ProjectA self-hosted AI life OS that replaces 12+ disconnected apps with one private brain — voice, web, and desktop — and autonomously develops itself via a 24-agent build org with auto-reverting gates and a merge train.
7
Services
24
AI agents
105
PRs shipped
LeadForge
LiveA self-optimizing outbound pipeline that replaces a full-time SDR and $300–500/month in tooling — 40 free-source scrapers, a quality-weighted bandit, zero-cost SMTP enrichment, and an 11-intent reply loop. Humans approve every send.
3,600+
Leads processed
74%
Contactability
516
Peak sends / day
4.5%
Bounce rate
ToCoach
Personal ProjectA local-first Electron sales coach that replaces $1,500–4,000/month of human coaching with on-demand voice role-plays against AI buyer personas — on-device Whisper + Kokoro, and an accountability engine that locks features if you skip practice.
31
LLM pipelines
103
IPC endpoints
34
SQLite tables
$0
Marginal cost
BrokerLoop
In Store ReviewA mobile-first broker marketplace that replaces stale, unverified property portals — every listing is admin-verified and auto-expires. Submitted to Google Play and the App Store via EAS production builds.
4
Apps
32K
Lines of code
80
REST endpoints
16
Mobile screens