Show HN: PDR AI – Open-source startup accelerator engine for non-technical chaos (marketing, PRDs, onboarding)
A couple weeks ago I shared PDR AI as an open-source tool for startup doc mess[](https://news.ycombinator.com/item?id=47258661). Since then I've doubled down on the core vision: it's not just another RAG chat—it's an AI-powered accelerator engine that helps technical founders skip the non-technical pitfalls and move faster.
As a solo technical founder, I wasted too much time on fragmented marketing plans, incomplete PRDs, onboarding docs, legal templates. PDR AI centralizes it all in a self-hostable knowledge base and actively accelerates progress by:
- Document Sanity Chekcer (Verifying the content validity and consistency in the documents, extracing key information)
- Marketing pipeline: Content ideas/trends for Reddit/X/LinkedIn/Bluesky, optional web-enriched analysis.
- Team acceleration layer: Role-based access, invites, approvals, audit trails—great for small teams or accelerator cohorts reviewing docs.
- Real-time dashboard: Tracks usage, accuracy (~99% on samples), compliance gaps, productivity.
- RAG basics done right: Upload PDFs/Notion/Slack/GitHub exports, OCR support, pgvector semantic search, page-level citations, fast responses.
Fully open-source (MIT), self-host via Docker/Vercel, bring-your-own LLM keys (OpenAI/LangChain now; Ollama/local coming soon). No lock-in, full privacy.
Website: https://pdrai.online
Repo: https://github.com/Deodat-Lawson/LaunchStack
(formerly PDR_AI_v2; 788+ stars and growing)
Looking for:
- Indie founders / small teams using it to "accelerate" their non-tech side
- Accelerator programs / mentors testing it for cohort doc reviews
- Feedback: Does the accelerator framing land? What marketing/product workflows hurt most?
- Contributors: PRs/issues welcome, especially agent improvements or integrations
