GITLAI, LLC published an article by Ethan Mollick about the Twilight Factory, an alternative system for agents to work with before deploying software.
Published
Signal category
Products & Services
Quote
“In the article, Mollick floated an alternative called a Twilight Factory.”
— Jason Gilbreath|GITLAI, LLC team
Company
GITLAI, LLC
Software is installed. AI is employed. | AI readiness, governance & delivery for mid-market companies
- Industry
- Business Consulting and Services
- Company size
- 1 employees
GITLAI (Get In The Loop AI) is the AI advisory and delivery practice of Jason Gilbreath, for owner-led and PE-backed mid-market companies. It's built on one sentence: Software is installed. Agents are employed. An AI agent reads, decides, answers, and acts in your name. It's not a tool your people operate. It's a worker your people manage, so it gets what any worker gets: a written job description, a named supervisor, a scoreboard, guardrails, and a test built from the job before it touches real work. The solution is not always an agent. We diagnose first, then prescribe. Rules, heuristics, AI, and human judgment. Each where it belongs. Every engagement starts with Phase One: fixed fee, weeks not quarters, working proof in your environment. And if the proof does not earn the next phase, you keep everything you paid for. The whitepaper: getintheloop.ai/whitepaper GITLAI — because your team belongs in the loop.
Founded 2026