DeployIt blog — product knowledge for humans and AI agents
Guides on MCP servers, wiring support agents like Intercom Fin or HubSpot Breeze to your codebase, and keeping product knowledge — docs, changelogs, help centers — up to date at every deploy.
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Can you generate Notion documentation from your code without overwriting what your team writes?
Generating Notion documentation from code is the easy part; making it coexist with what your team writes by hand is the real problem. The four writing rules that decide whether the page survives.
Read more →How do you build a "What's new" page generated from git?
A "What's new" page is not a changelog with better styling: its window belongs to the reader, not to the release. What you have to derive from diffs to make it work, and the triage that remains.
Read more →How do you detect documentation drift?
You do not find a stale page by rereading it. You start from the diffs of the period and work back to the pages they invalidated. The manual audit, its blind spots, and continuous detection.
Read more →How do you keep a help center in sync with releases?
Not by writing faster: by deriving the pages from the source that changes. The back-of-the-envelope maths behind why manual updating falls behind, the four surfaces a release invalidates at once, and the loop that holds.
Read more →Architecture Decision Records from Git: Always Current
ADRs go stale as soon as the code moves on. Derive them from git history so every decision record stays current, traceable and auditable — for humans and AI agents.
Read more →10 minutes now. The dashboard tonight, your first report on Monday. You decide.
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