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Gnosis, a knowledge base for what the code can't tell you

Details

External ID
47920641
Source
HN
Company
—
Product
Gnosis, a knowledge base for what the code can't tell you
Website domain
github.com
Launched
April 27, 2026
Cohort
—
Upvotes
6
Upvotes percentile
0.2808483290488432
Tags
—
Fetched at
Sept. 7, 2026, 9:26 p.m.
Updated at
Sept. 7, 2026, 9:26 p.m.

Description

For the past few years, I've been frustrated at how we document our products. The code can tell you what you ended up doing, maybe why you ended up doing it (if your team is disciplined about comments/documents), but it can't tell you why you didn't do what you didn't do.Time and time again, I've seen teams try to change something to a better way, only to realize why it was done the "worse" way in the first place. Documenting decisions not taken is just really hard, ADRs help but doing it for everything is just too noisy and time-consuming. What's more, most of the decisions just detail what was decided, which is the easy part.I've been wanting to change this for a long time, and with LLMs, we now can. LLMs are diligent about documenting, and all you need is an instruction in AGENTS.md. That's why I built gnosis.Simply tell your agent to run it after planning and when done, and gnosis provides the agent with all direction necessary.Gnosis tells the agent to document only information it got from the human, not anything it can find by itself, and especially to document why alternatives were rejected. It uses a JSONL append-only log and a SQLite index (for retrieval), making it simple, fast, and convenient.I'd appreciate it if you tried it out and gave me feedback!

Enrichment

Theme
AI agent frameworks and developer tools
Vertical
Horizontal
Function
Dev tools
Audience
Developer
AI stance
Not AI
Project type
Commercial product
Normalized one-liner
knowledge base for undocumented code context
Manually corrected
False

Could you build this?

Yes This is a documentation and knowledge base tool designed to record architecture and design decisions (like ADRs or rejected alternatives), which is a standard CRUD app with text editing and metadata indexing.

Discussion

4 comments analyzed.

Competitors mentioned: Mintlify (design decision documentation)

Concerns raised: Stale rejection entries become outdated when constraints/dependencies change, Agent lacks context outside what human provides for autonomous deprecation

Feature requests: Mechanism to surface or flag stale decision entries for revisit, Automated detection of when rejection conditions have changed

Competitors

Other products that read as similar to this one — 49 launches clear the similarity bar, closest 8 shown.

Attention rank: #39 of 50 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 177 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a dev tools tool for Sales yet.