Shipping fast is great, stale content isn’t. Detect code changes when you merge, flag out-of-date pages, and update content before it drifts.

Private sites are free now. Gate any site behind auth, on any plan.

Companies are pulling back on AI spend for the first time. We ran a controlled experiment to answer one question: Does structured documentation actually make coding agents better? We worked with a company running Claude Code on million-line monorepos daily, with a full team dedicated to one thing: making their agents more efficient. We tested their environment against two conditions: 1. No docs, just the codebase 2. Docs the codebase When you provide agents with structured information, you get → 64% more precise answers → 39% better discoverability → ~50% fewer tokens per task → 1.5x faster completion Better models don't address the issues on cost or efficiency. Working from raw code, they still relearn the whole codebase every session, burning context just to orient themselves.

400 projects have joined our open source software program since we announced it October last year. Today we're revamping it to be more AI-forward by including 10K AI credits/month when you apply get approved. Being a maintainer is hard. We hope the AI credits will help to put your docs maintenance on autopilot with workflows and deflect support questions with our onsite assistant. If you're maintaining a non-commercial open source project, check out the link below and apply.

Your site can now improve itself from the questions people ask it. User asks question › gap flagged › fix drafted.

Toggle on the "Translate content" workflow and pick your language(s) of choice. → 30 languages → Runs automatically on every update

4 big ships from last week 00:20 - New MCP server for admin actions 01:35 - Downloadable API specifications 02:56 - Improved docs-from-code AI workflow 03:17 - llms.txt and public MCP server now available for authenticated sites

Introducing Workflows, automations to prevent knowledge drift, helping millions of agents understand and use your product without manual upkeep. Stack multiple together or build your own with 1000 integrations.