[item007]

This is super helpful, thanks. The “search as a context switch” point is real, and the 80/15/5 split (Jira/Slack/Confluence) matches what I’ve seen too.

On the compliance point: totally fair. To clarify, I’m not assuming a company-wide deployment — I’m primarily thinking about a personal tool/workflow where you control what it can read (and for many people that means local-only or only non-sensitive sources). Your environment is a good reminder that “enterprise-ready” integrations are a different game.

If you could improve your personal workflow, what would save you the most time: pulling the right Confluence page when a Jira task is active, extracting a short “what’s the current state + next step” from scattered Slack threads, or something else?

More context on what I’m validating is in my HN profile/bio if you’re curious.

[hahahahhaah]

I will answer then check the bio :). Mom test and all that.

So with compliance even connecting a tool I download to an approved LLM is difficult. I need to get approval. If the tool is just a tool and doesn't use AI (and thus send out private data) it is easier. I think that is a problem they should solve i.e. give a safe LLM endpoint and let me choose my tools but alas.

I think what saves me time is difficult to say. Well organized docs OR an AI that can do that to AGI levels of intellegence. Fuzzy isn't helpful (I already have lots of fuzzy options). I need bulletproof correct info.

The pain isn't in the clicks to find info it is in understanding what I am reading and if it is relevant.

[hahahahhaah]

Now read your profile link.

Something like this can be somewhat useful (not saying I would pay though!)

I would like to have 1000 or so vetted docs (can manually or AI vet). E.g. public API doc > internal API doc > Internal RFC > Some guys internal note they made public.

Take RFC and higher links and surface the ones I need for thw project. Chuck them in the Jira ticket.

That would be handy. But it isn't my biggest problem. So not sure how that squares up. With AI I can build this internally in a bespoke way (this is the general disruption AI has on any SaaS idea lol!) so not sure what sauce you would need.

The other AI problem is you are fighting the bitter lesson. By October CC might do this as a one sentence one shot.