Avi Pilcer

Avi Pilcer

Building in public. 2+ AI products a day. Open source. Zero gatekeeping.

12 products shipped · 2 moonshot ventures · 1 open source OS
View LinkedIn Profile ↗
↓ scroll

The Open Source OS

Life Engine

The operating system behind the build speed. An AI-powered orchestration layer that manages my entire workflow: task routing, content pipeline, product shipping, health checks, and automated protocols running in parallel. It's how one person ships 2+ products a day without burning out.

173+ protocols 14 modules Parallel agent lanes
View on GitHub →

How I Build

Every product starts as an idea scored on three axes: itch (do I feel the pain?), speed (can I ship today?), and charge (will someone pay?). If it passes, I build and launch same-day using Claude Code with parallel agent lanes, automated deployment to Vercel, and a maintenance system that monitors every live app around the clock.

The entire pipeline — from idea capture to live product with Stripe billing — is orchestrated by Life Engine, an open source OS I built and run daily. No team. No meetings. Just one person, a lot of automation, and a refusal to stop shipping.

I document the process daily on LinkedIn.

AI Safety & Cognitive Bias Research

Detects 70+ hidden cognitive biases in AI outputs, documents, and video at 98% precision in under 2 minutes. Not social bias auditing — cognitive bias: anchoring, confirmation bias, availability heuristic, Dunning-Kruger, and 66 more.
Book on the evolution of trust frameworks for AI systems.
AI security in regulated financial services.
2025 INARIA Award for Responsible & Sustainable AI
International recognition for pioneering work in AI safety and cognitive bias detection.