Avi Pilcer
Building in public. 2+ AI products a day. Open source. Zero gatekeeping.
What I'm Building Right Now
Updated March 6, 2026Solo Ventures
Catch AI-generated code regressions before they hit production.
Cut your LLM API costs by 40-60%. See exactly where your context window tokens are wasted.
Scan your codebase for AI-generated tech debt, duplicated patterns, and insecure code.
EU AI Act compliance in seconds, not weeks. API-first risk classification, obligation mapping, and documentation generation.
Translate cron expressions to plain English. And back.
Paste JSON. Get TypeScript, Zod, or Python types instantly.
Answer 8 questions. Get the right AI framework for your project.
Can you tell which AI wrote this? 5 rounds. Shareable score.
Paste your README. Get brutally honest feedback + an AI-rewritten version.
See exactly how many tokens your prompt uses and what it costs across every model.
Stop overspending on AI. Compare LLM costs in seconds.
Get a brutally honest AI verdict on your side project idea before wasting weeks building it.
Check your organization's AI governance readiness in 2 minutes
The AI-Powered Life Challenge Arena
Moonshot Ventures
Frontier-domain companies targeting civilization-scale problems.
AI-designed interventions to reverse human biological aging. Multi-omics biological age intelligence and senolytic compound screening.
AI that makes fusion reactors work. Plasma instability prediction and reactor design optimization.
AI drug repurposing for rare diseases. Find new uses for existing drugs in minutes, not years.
AI Metabolic Pathway Design for Biomanufacturing
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.
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.