Launched this week
Moxie Docs
Living docs + MCP context for your GitHub repos
96 followers
Living docs + MCP context for your GitHub repos
96 followers
Moxie Docs indexes your GitHub repo once, then puts that understanding where the work happens: repo context inside your AI agents over MCP, a searchable docs workspace, and PR checks that keep documentation honest.
Moxie Docs
@cadenjs Kudos on the launch. Just curious about something here. When the code changes, how does Moxie Doc detect and auto-update the documentation and how do you prevent hallucinated updates from going live?
Moxie Docs
Context quality seems to be becoming a bigger bottleneck than model quality for a lot of agent workflows.
Are you seeing teams use Moxie primarily as documentation, or more as a structured context layer for coding agents?
Moxie Docs
@cadenjs That makes sense.
One thing we've noticed is that a lot of agent failures aren't caused by missing information, but by agents having access to the wrong context at the wrong time.
Are you finding that the bigger challenge is context retrieval, or context ranking/prioritization once the repository becomes large enough?
Moxie Docs
@zaid_mallik1 That's a great question and one I'm not fully able to answer yet - I have an eval harness and monitoring set up on our generation and indexing to monitor accuracy & regression (models change all the time, and we will likely be introducing new ones depending on task) - there's a codebase Q&A feature largely driven by doc information so I have feedback levers in place there to get user input so we can fine tune things, but from my personal experience my hunch is the biggest issue / gap with agentic tooling on code generation is ranking / prioritization, Moxie Docs isn't meant to replace a memory system that could help there, but it is meant to augment and improve any workflow or tooling you already have.
If you ask an agent to add a new API route Moxie Docs gives it the locations of relevant documents (skip the grepping steps), it gives it hints on codebase conventions, and it instructs the agent that if any changes it's making affect those docs - it should update the docs in the same PR it makes the change, all of which in theory (and practice!) should mean better quality code output, but if someone is truly relying on AI agents fully they'd definitely want some sort of memory / context retrieval or similar skill installed.
@cadenjs That's a useful distinction.
It feels like a lot of current agent tooling assumes that retrieval and memory are the same problem, when they're really solving different layers of the stack.
If ranking ends up being the bigger challenge, I wonder whether repository context eventually starts looking less like search and more like state management—where the question becomes not just "what is relevant?" but "what is currently true?"
Appreciate the detailed answer.
Docs that travel into the coding assistant is the part that feels right here.
A README sitting in GitHub is helpful, but the moment I'm in a Claude/Codex loop the question is whether the current rule is actually in the model's face. I’d be curious how you handle closed decisions — the architecture rule that should not be re-litigated every new chat.
Moxie Docs
@glyphharborhq By closed decisions do you mean like someone continually saying something like "don't leave unnecessary comments" or "all API docs should live here:" that usually have to get re-stated often? For some things like that our conventions context would automatically resolve - I build Moxie Docs with Moxie Docs which is always a fun thing to do - this is an example of the conventions it pulls from the repo both from in-code docs and from the indexing process. So these are a snippet of what it pulled out for some insight into what the MCP gets access to (and as you can see there's always improvement 😅 looks like I may have to de-dupe some detections, or could be left over from re-indexing my own repo multiple times in testing).
Moxie Docs
I had thought that Product Hunt would add the promo automatically since I entered it (maybe I just missed it) but you can also use PRODUCTHUNT on checkout for 50% off a month!