The DocPilot Blog
Notes on AI documentation from the team building it.
Playbooks for engineering leaders, deep dives into code intelligence, and lessons from running the Onzira Labs platform in production.
docs-driven-development
How to Ship Documentation-Driven Development in Your Team
Most teams treat docs as an afterthought. The best teams treat them as a contract. Here's how to ship documentation-driven development without slowing down.
devrel
The Complete Guide to Documentation for DevRel Teams
Great documentation is the highest-leverage asset a developer relations team can ship. Here is how to build, structure, and maintain docs that actually move developer adoption.
cost
Cost Analysis: Running an AI Documentation Platform in Production
What does it actually cost to run an AI documentation platform in production? Here is the line-by-line breakdown most vendors will not show you.
typescript
How We Built a Multi-Tenant SaaS in TypeScript from Scratch
A pragmatic, code-first walkthrough of designing a multi-tenant SaaS architecture in TypeScript, covering tenant isolation, auth, billing, and the patterns we wish we'd known earlier.
websockets
Server-Sent Events vs WebSockets for Streaming AI Responses
Both protocols can stream tokens from an LLM, but they make very different trade-offs. Here is how SSE and WebSockets compare on the parts that decide on production.
postgres
Why We Chose Postgres Over Redis for Our AI Job Queue
Redis looked like the obvious pick for our AI job queue. Postgres ended up being the right one — and the reasons had nothing to do with speed.
comparison
Comparing Mintlify, GitBook, and DocPilot: An Honest Review
We tested Mintlify, GitBook, and DocPilot across real repos to see which actually keeps documentation in sync — and which ones quietly rot the moment your team ships.
marketing
How to Turn Your Documentation into a Lead Generation Engine
Most teams treat documentation as a cost center. The smartest growth teams treat it as the top of their funnel.
seo
The Complete Guide to API Documentation SEO
Most API documentation is invisible to Google. Here's how to fix that — and turn your reference docs into a top-of-funnel acquisition channel.
seo
Why Google Ranks AI-Generated Content: A Practical SEO Guide for Docs
Google doesn't penalize AI content by default — it penalizes bad content. Here's what actually decides whether your AI-generated docs rank.
rust
Rust Documentation: The rustdoc Playbook for Serious Projects
A practical rustdoc playbook covering comment conventions, doctests, intra-doc links, custom CSS, and CI workflows that turn docs into a first-class artifact.
golang
Go Documentation: godoc, pkg.go.dev, and the New Wave of AI Tools
Go's documentation ecosystem has quietly grown into three distinct generations. Here's how godoc, pkg.go.dev, and AI-native tools actually compare in day-to-day workflows.