DocForge-AI -- Waynew Platform

DocForge-AI -- Waynew Platform


Open Source
Open Source CrewAI Documentation Tooling Python

DocForge-AI: Solving Documentation Bottlenecks

DocForge-AI is an open-source, CLI-first AI documentation system built to solve a real engineering bottleneck: inconsistent, outdated, and time-consuming software documentation.

Rather than generating disconnected artifacts, DocForge-AI enforces a PRD-first workflow. Teams begin by validating requirements and user stories, then expand into architecture, design, testing, deployment, and business documents — all derived from a single source of truth. This ensures consistency across technical and non-technical documentation and reduces downstream rework.

The system is self-contained (local file storage, no external databases), integrates cleanly into developer workflows, and produces enterprise-grade markdown documents ready for engineering reviews, stakeholder alignment, or execution. Selective generation, revision, and continuation allow teams to iterate precisely without regenerating entire document sets.

Engineering Highlights

From an engineering perspective, DocForge-AI demonstrates:

  • Agent-oriented system design using CrewAI
  • Structured, prompt-driven document pipelines with reliability constraints
  • Practical LLM usage focused on correctness, cost control, and iteration
  • Clean CLI UX, extensible templates, and production-ready packaging (PyPI)

Built for Real Teams

DocForge-AI is designed for real product teams — developers, startups, and technical founders — who need clear requirements, aligned architecture, and execution-ready documentation, not generic AI text.

  • Open-source. MIT licensed. Python 3.10+.
  • Built for real planning and delivery, not demos.

Demo and Installation

© 2026 Venkatesh Shivandi