Ssekirya Cosmah

Ssekirya Cosmah

Ugandan Dev Building Flowspec
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Maker History

  • Flowspec AI
    Flowspec AIAutomatically generates, executes, and maintains unit tests.
    Jan 2026
  • 🎉
    Joined Product HuntJanuary 5th, 2026

Forums

FlowSpec AI is going Open-Source! 🔓

Updates have been slow, but the vision has grown. FlowSpec AI is officially moving to a freemium, local-first model to support the React/Next.js community even during internet outages.

What s new?

  1. Local LLMs: Transitioned to self-hosted Dolphin3 on Ollama to keep costs at zero for users.

  2. Architecture Rebuild: Refactored the entire system using FastAPI and Qdrant for better scaling.

We are looking for contributors! We are currently optimizing our FastAPI brain to handle self-hosted model inference more efficiently. If you are a Python/FastAPI wizard who loves LLMs, we want you on the team.

New domain

I'd like to annouce that flowspec is located at https://flowspecai.dev/

Manual Testing vs. FlowSpec AI 🤖

Manual:

  • Hunt for imports

  • Setup mocks manually

  • Tests break on every refactor

FlowSpec:

  • Auto-detects components

  • Smart Vitest syntax generation

  • Real-time updates as you code

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