In Progress

Pilaster — AI Content Versioning

Pilaster is an AI-powered content management system that treats content like code — with version history, branching, and structured retrieval. It combines RAG architecture with a collaborative editing environment to let teams create, iterate, and publish structured content at scale.

Pilaster — AI Content Versioning hero visual

The Problem

Content teams lose context across drafts, can't retrieve past versions intelligently, and have no structured way to manage AI-generated content pipelines. Most tools either do AI generation or version control — not both.

The Solution

Pilaster combines a RAG-powered knowledge base with Git-style version control for content. Every piece of content is indexed, retrievable, and versioned. Teams can branch content, compare versions, and roll back — the same way engineers manage code.

The Outcome

Content teams get deterministic, auditable AI content workflows with full history and retrieval — instead of scattered docs and lost drafts.

Key Features

  • Git-style version control for AI-generated content
  • RAG retrieval — search across all content by semantic similarity
  • Multi-format output — blog, social, email, doc from one source
  • Collaborative editing with structured templates
  • Content history and diff comparison

Technology Stack

Next.js 15TypeScriptPythonpgvectorPostgreSQLClaude APITailwind CSS

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I'd love to discuss the technical details, challenges overcome, or similar projects I could build for you.

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