ReadTheDocs Configuration and Hosting for Open Source Projects
Webhook-driven builds keep your docs in sync with every code commit.
Malcolm Mensah
Docs As Code — Page 7
Choosing a Markup Language for Technical Documentation
Four markup languages shape what your documentation system can do as it scales.
Renata Haddad
Software Requirements Specification in Jira and Confluence Workflows
Split requirements between Confluence's durability and Jira's execution tracking.
Malcolm Mensah
AI Crawler Behavior on Documentation Sites
Different AI crawlers serve different purposes, and blocking one won't stop the others.
Renata Haddad
What llms.txt Is and Why It Exists
A standardized file format helps AI agents navigate websites built for human readers.
Renata Haddad
Measuring How Well LLMs Understand Your Documentation
Hallucinations arise when LLMs retrieve fragmented documentation, not from model deficiency alone.
Renata Haddad
Versioned Documentation and LLM Context Accuracy
Outdated API knowledge remains hidden when LLMs answer confidently from stale training data.
Renata Haddad
Structuring Documentation Content for LLM Comprehension
Clear documentation structure shapes how well AI systems retrieve and use your knowledge base.
Renata Haddad
Markdown vs HTML for AI-Readable Documentation
Markdown saves tokens, but HTML works better for human review of AI-generated output.
Malcolm Mensah
Implementing llms.txt for a Documentation Site
Help developers feed AI agents better documentation by organizing your site's content strategically.
Renata Haddad
MCP Server Security for Public Documentation
Unpatched MCP servers expose documentation to injection attacks and credential theft at scale.
Malcolm Mensah
Multi-Product Documentation Served from One MCP Server
How one MCP server solves documentation staleness across entire product suites.
Malcolm Mensah