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.
real-time
Real-Time Documentation: The Next Frontier
Static docs are a liability. Here's why real-time, code-aware documentation is becoming the default expectation — and what it takes to get there.
onboarding
Beyond READMEs: The Future of Onboarding Documentation
The README was a starting point, not a destination. Here's where onboarding documentation is actually headed.
semantic-search
The Rise of Semantic Code Search: Trends for 2026
Semantic code search is moving from novelty to infrastructure. Here's what engineering teams should expect, build, and budget for in 2026.
industry-report
The State of Developer Documentation in 2026: Industry Report
We surveyed 1,200 engineering teams and audited 400 public docs sites. Here's what developer documentation actually looks like in 2026, and where it's heading next.