Summary of an essay on muthub.org
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Reviewed by Muthu · Essay · Last verified Oct 18, 2026 · Drafted Oct 17, 2026 by seed-import/1.0 · Re-check by Oct 17, 2027 · 1 source
Overview
Documentation fails because it is a second job. The knowledge we need is already produced as a by-product of work: commits, tickets, incidents, reviews and decisions. Capture it passively, distill it, and keep a human approval gate before anything becomes trusted.1
What it covers
- The exhaust of work
- Passive, not automatic
- Why the human gate matters
- A feedback loop, not a pipeline
- An incident, end to end
- Security, privacy and restraint
- How to know it is working
- Where to start
Bottom line
Stop asking people to document. Capture the knowledge their work already produces, distill it with agents, and keep a human approval gate before it becomes trusted. Knowledge that writes itself, with people who sign for it.
Sources
- Passive capture: knowledge that writes itself, with humans who approve it · published Aug 18, 2026
See also
- Not another data lake: context needs curation, not collection - The tempting answer to fragmented context is to pour everything into one place. We tried that with data, and many lakes became swamps. A context layer has to be a curated overlay: retrieval-first, owned, and pointing back to the systems that hold the truth.
- Self-describing knowledge: why the Open Knowledge Format matters, and what enterprises must add - In June, Google Cloud published the Open Knowledge Format, and July’s v0.2 added provenance, verification and freshness. It is the right foundation. Regulated enterprises still need to add ownership, classification and a policy for how much trust an agent needs before it acts.
Footnotes
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Passive capture: knowledge that writes itself, with humans who approve it, muthub.org, 2026-08-18. ↩