fabriqaai/specs.md — Specs.md - ai-dlc spec driven development framework

Description and use

FabriqaAI’s **specs.md** is an open‑source framework that enables spec‑driven development for AI and machine‑learning projects. By defining model behavior, data pipelines, and evaluation criteria in a markdown specification, the tool automatically generates scaffolding, validation tests, and deployment artifacts, streamlining the entire AI development lifecycle. It is designed for reproducibility, rapid prototyping, and seamless integration with existing ML tooling.

Problem

fabriqaai/specs.md helps add AI capability without starting from a blank model stack.

Outcome

Early or unclear: treat as research material until maintenance, releases, docs, and issue activity are verified.

Workflow

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Evidence

specs.md - ai-dlc spec driven development framework

Source