Gabriel Voicu

Software Engineer since before AI. AI-Native Now.

Consulting

How I help

I help engineering teams start building software with coding agents. My talks and workshops go from “what is an LLM?” all the way to AI-native companies, software factories and AgentOS. I also run hands-on training for developers, and I can join a team and set it up in their own repositories: instruction files for the agents, a first spec, a shared knowledge base, review gates, and the security guardrails to run agents safely. I work on-site or remotely.

Email me about a workshop Read the AI-native guide

The Enhanced Forge Flow

This is the delivery loop I teach. One model writes the spec with you. Then one to four other models review it, each in a fresh session, from the same model family or a different one. The author model gets the best critiques back, and you implement only what you and the author model agree on. The code goes through the same review.

  1. Receive
    Requirements     Human
  2. Create
    Branch     Human
  3. Write Spec research, interview one LLM, e.g. Claude Opus Author LLM + Human
    Kluris memory brain Specmint spec engine
  4. Review Spec 1–4 fresh LLM sessions Adversarial review
    ConsensFlow
    • GPT 5.5
    • DeepSeek 4.3 Pro
    • Claude Fable
    • Claude Opus
  5. Implement
    + Tests     accepted feedback Author LLM
  6. Review
    & Polish     AI-assisted Human
  7. Review
    Implementation     1–4 fresh LLM sessions Adversarial review
    ConsensFlow
    • GPT 5.5
    • DeepSeek 4.3 Pro
    • Claude Fable
    • Claude Opus
  8. Run Tests
    CI / CD     CI/CD
  9. Update
    Memory     knowledge base AI-assisted Human
    Kluris memory brain
  10. Archive
    Spec     Human

What I offer

AI-native talks and consulting

What it is. Talks and workshops, from “what is an LLM?” all the way to AI-native companies, software factories and AgentOS, and hands-on training for developers.

My part. I give them myself, on-site or remotely, and I can join a team and set it up in its own repositories.