GammaVibe Labs

Stop searching for ideas. Start shipping them.

Every morning, an autonomous AI pipeline scans a thousand news articles, filters out the noise, and synthesizes one validated, high-quality SaaS opportunity.

Read a Sample Deep Dive

AI agents need ID cards
Your company has a new workforce you can’t see. Identity platforms were built for humans, not the 1.3 billion AI agents coming online. Here’s the fix.
GammaVibeGammaVibe
Nature’s CAD files are now open.
An AI-powered CAD plugin that lets engineers search and apply biomechanical designs from nature to their own creations.
GammaVibeGammaVibe

...or browse the full idea archive.

Inside Each Daily Deep Dive

  • ⚡ The Signal: The specific news event triggering the opportunity.
  • 🚧 The Problem: The market failure or pain point that needs solving.
  • 🚀 The Solution: The high-level startup concept to capture the market.
  • 🎧 Audio Edition: Podcast-style audio overview.
  • 💰 The Business Case: Revenue models and tiered pricing strategies.
  • ⚔️ The Moat: How to defend against incumbents and copycats.
  • ⏳ Why Now: The urgency and specific market timing.
  • 🛠️ Builder’s Corner: A recommended technical MVP stack (libraries, APIs, and architecture) to build it in 2 weeks.

GammaVibe is 100% free and open, kept running by a voluntary Patreon tip jar.

Behind the Scenes: The GammaVibe Lab

GammaVibe is two things in one place. The daily startup ideas are generated end to end by an autonomous, state-based pipeline, no human in the loop. The lab updates are written by me, documenting what I'm building and learning along the way. The pipeline is the lab's first big project, and this newsletter is its live deployment.

Curious how the engine works? Read the full technical deep dive:

Architecture of an autonomous startup-idea generator (Python, Pydantic AI, Gemini, Postgres)
Originally published on December 28, 2025. This is a living document and serves as the current architecture breakdown for the GammaVibe pipeline. It was last updated on March 16, 2026. Jump to the changelog at the bottom to see what’s new. Every morning, my AI pipeline wakes up, ingests hundreds
GammaVibeMirko Froehlich

...or read the engineering logs

Build Your Own Agentic Pipeline

Want to build an autonomous pipeline like this yourself? The Agentic Pipeline course walks you through the full build, the same architecture that powers this newsletter, from ingestion to finished edition. It's free, around seven hours across 44 short lessons, with starter files and a complete reference implementation in the public course repo. Built for senior engineers and independent builders.

See the course →

Who is behind this?

I'm Mirko, a software engineer with decades of experience shipping products at startups and Google. GammaVibe is where I build in public: I create autonomous AI systems, run experiments with agentic engineering, and share what I learn, including what doesn't work. This newsletter is the longest-running experiment, publishing every day with no human in the loop.

Join the lab. 👇