Firecrab Labs
Welcome to Firecrab Labs — our experimental space for building next-generation documentation systems, AI writing assistants, and content automation workflows. From FireDraft to our upcoming SEO Text Analyzer, this is where our next-generation writing tools are born.
🔥 FireDraft by Firecrab
FireDraft is our custom GPT for technical writers — designed to help teams structure, scale, and govern intelligent content ecosystems powered by retrieval-augmented generation (RAG).
Explore FireDraft →Beyond FireDraft, we’re constantly building and testing new tools designed to make technical writing, content governance, and AI-assisted publishing more efficient and intelligent. These ongoing experiments shape the next generation of Firecrab’s capabilities.
🔍 SEO Text Analyzer
The Firecrab SEO Text Analyzer is an upcoming API-driven tool designed to integrate directly with FireDraft. It helps technical writers and content strategists evaluate SEO alignment, readability, and keyword context — all within the FireDraft experience.
Writers will soon be able to analyze drafts in real time, identify optimization opportunities, and ensure every article strengthens its semantic network within your content ecosystem.
📚 Firecrab RAG Pipelines
Retrieval-augmented generation experiments for dynamic documentation — connecting structured and unstructured knowledge bases through semantic indexing.
⚙️ Docs Automation Toolkit
Our in-house tools for AI-assisted content validation, proofreading, and multi-client publication pipelines.
Learn the Theory
Firecrab Labs turns strategy into practice — but if you want to explore the theory behind content ecosystems, start with our three-part series that defines the frameworks and models driving our approach.
Beyond Technical Documentation — Why Docs Alone Fail
Why even the best documentation can’t drive adoption alone — and how content ecosystems close the gap.
How to Build a Content Ecosystem: From Docs to Strategy
A step-by-step guide to designing scalable ecosystems using IA, hub-and-spoke, and flywheel frameworks.
Maintaining Momentum: Scaling and Measuring Your Content Ecosystem
Learn how governance, analytics, and feedback loops keep your content ecosystem evolving and effective.