Every team has been here: a great idea surfaces in a workshop, gets scribbled into a Jira ticket, and then slowly rots. The description stays frozen at "v1 brainstorm" while the real understanding of the problem lives scattered across comments, Slack threads, and someone's memory. Six months later, nobody trusts the ticket description enough to read it — they just scroll the comments hoping to find the last person who "actually knew what was going on."
Intent is built to close that gap. Instead of treating chat as a side channel for discussion, Intent treats it as the primary way work gets written down — and it always converts that conversation into a well-structured, versioned spec, not just another comment in a growing pile.
The problem with comment-driven tickets
Classical ticket tools like Jira separate two things that should really be one:
- The description — supposedly the source of truth, but rarely touched after creation.
- The comments — where all the actual thinking, back-and-forth, and technical detail piles up, chronologically, unstructured, and effectively unsearchable.
The result is a ticket that looks authoritative but isn't. Anyone new to the ticket has to read the whole comment history to reconstruct what's actually true today. That's a tax every async team pays repeatedly — especially when workshops, standups, and casual Slack messages are where the real decisions get made, far from the ticket itself.
Chat as the source, not a side note
In Intent, you dump raw material into the chat exactly as it comes to you: meeting notes, half-formed ideas, pasted Slack threads, screenshots, technical constraints someone mentioned in passing. You don't have to pre-structure anything — that's the point.
From there, Intent does the synthesis work a human normally does after the meeting:
- Reads your codebase to fill in technical detail you didn't explicitly say, grounding the spec in what's actually implemented today.
- Checks for duplicates by searching existing specs and changesets before writing anything new, so you don't end up with three conflicting descriptions of the same feature.
- Enforces a template per type of work — a feature spec always gets a Summary, Acceptance Criteria, and Testing Notes; a bug gets Steps to Reproduce, Expected vs. Actual Behaviour, and Impact/Severity. This isn't a suggestion in a prompt — it's validated before the spec is accepted.
- Never silently overwrites — if new information contradicts an earlier version of the spec, Intent surfaces the conflict and asks whether to revise, replace, or keep both.
Built for the messiness of real async collaboration
This is where the workshop scenario really shines:
- Multiple people, one thread. A workshop group can co-author the same conversation live, or pick it back up separately days later — Intent restores the right context automatically.
- Different registers, same pipeline. A casual bug report captured through a customer-facing widget can be reopened by an engineer later; Intent recognizes the shift and rewrites it into precise, structured language rather than assuming informal notes are already spec-ready.
- Versioned, not overwritten. Every spec revision becomes a new version in its lineage, diffable against the last one — so you get history without losing the clean current state.
- Synced outward. Once a spec is settled, it flows out to the linked repository as living documentation, so it doesn't just sit trapped in a tool.
The takeaway
The difference isn't just cosmetic. A comment thread is a record of a conversation. Intent's chat is a conversion pipeline: it takes whatever shape your ideas arrive in and continuously distills them into durable, structured, code-grounded specs — so the description is never the stale part of the ticket again. For teams that live in async workshops, scattered chats, and constant context-switching, that's the difference between documentation you have to excavate and documentation you can actually trust.