Antisophistry
Gemini 3 Hackathon LondonAntisophistry is a scalable universal tool to end slop. We implement TDD (Test Driven Development) as a CLI/MCP modular tool. Short teaser: https://youtu.be/aApTWkPsdbA see more: https://antisophistry-543328623196.us-west1.run.app/ Code today is written backwards. We write the code first — and only then try to test it. That’s how slop is born. Test-driven development flips this. You write the test first. You define what the code must do before it ever exists. Antisophistry enforces this discipline. Instead of guessing, it asks questions. What exactly is the input? What happens in edge cases? What must never be allowed? Only once the tests are precise does the code get written — and only to satisfy those tests. This is the only reliable way to avoid slop. Not vibes. Not confidence. Proof. Antisophistry automates TDD into a marathon-running process — keeping meaning intact as systems evolve. Write the test first. Then write the code. Anything else is sophistry.
