Avi Pilcer
Building autonomous AI companies in public. Open source. Zero gatekeeping.
Autonomous Companies
Updated April 18, 2026The architecture layer, the autonomous company launcher, and the first autonomous revenue proof.
AI-powered personalized marketing company. Deep profile analysis, custom product pages, and tiered services. Built with System Zero.
First autonomous revenue proof
Launch an autonomous AI company in 60 seconds. 5 AI agents handle engineering, marketing, sales, and support while you watch.
Autonomous company launcher
Autonomous analysis engine that finds and fixes problems in anything. Target-agnostic, recursive self-improving universal solver.
The architecture layer
Solo Ventures
Updated April 18, 2026Products solving real pain. Built fast, launched live, iterated in public — and ruthlessly killed when they didn't earn revenue. Every link is a permanent reference back to the build.
Get a brutally honest AI verdict on your side project idea before wasting weeks building it.
Usage tracking and cost attribution for multi-agent AI systems.
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.
Paste JSON. Get TypeScript, Zod, or Python types instantly.
Translate cron expressions to plain English. And back.
Can you tell which AI wrote this? 5 rounds. Shareable score.
Answer 8 questions. Get the right AI framework for your project.
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.
Check your organization's AI governance readiness in 2 minutes.
The AI-Powered Life Challenge Arena.
Moonshot Ventures
Updated April 18, 2026Waiting until something looks possible is how you become irrelevant in an exponential world.
So I plan the impossible-looking companies early and wire them into the system so iteration can start automatically before the market catches up.
AI that maps the trillion-dollar mineral wealth hiding in asteroids. Spectral analysis, mining feasibility scoring, and mission economics.
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.
Open Source Protocols
Updated April 28, 2026Life 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.
System Zero
The open source autonomous analysis engine. A target-agnostic, recursive self-improving universal solver that finds and fixes problems in anything — codebases, documents, systems, processes. Pluggable orchestrator with Observe / Suggest / Auto / Supervised modes and full budget controls.
Scribe
A free, local, cross-platform menubar/tray app for push-to-talk dictation and text-to-speech. Hold a modifier key, speak, and the transcript pastes into your active text field. Runs entirely locally — no subscriptions, no telemetry — using Groq's free Whisper API for transcription. Open source alternative to Wispr Flow in ~1000 lines of Python.
Spec Loop Engine
A small, durable, spec-driven runner for long sequential plans. Executes phased workflows with built-in verification and retry: each phase runs in a fresh process, a separate verifier validates completion, and resumable state is maintained through an append-only journal and durable artifacts. Execute → verify → retry → next, with shell and codex exec adapters.
How I Build
Updated April 18, 2026Every 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 System Zero with parallel agent lanes, automated deployment, 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.