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Fully automate bug discovery and triage.

Users file GitHub issues. Fans complain on forums. Everyone chats in Discord. Kinn reads them all, knows they're the same bug, and manages prioritizes your backlog behind the scenes.

Your bug reports don't file themselves neatly.

One crash, described six ways, in six places, by people who will never read each other's posts.

steam review"Game freezes when I open my inventory. Refund time."
discord #general"what's the best build for the new season?"
github issue"UI lockup after inventory interaction, v2.4.1, Proton"
reddit"Anyone else's inventory just… stop working?"
discord #feedback"the new map is gorgeous, more like this please"
crash telemetryNullReference: InventoryPanel.OnItemHover, 1,842 events
deduplicated · 147 reports → 1 issue
🐞 triaged bugready for jira
Inventory panel freezes on item hover
v2.4.1Proton / Steam DeckNullReferenceconfidence 0.92
147 correlated reports across 4 channels1,842 crash events

Follow it through the pipeline.

From scattered noise to a ticket your engineers can start on — automatically.

1

Discover real-time

Every channel ingested in real time. The Steam review, the GitHub issue, the Reddit thread, and the crash telemetry all land in the same corpus within minutes of being posted.

kinn · ingest
ingesting · live
steam reviewnow
discord2s ago
reddit5s ago
crash telemetry7s ago
2

Deduplicate 147 → 1

Kinn clusters by symptom, not keywords. "Inventory freezes," "UI lockup," and a NullReference stack trace get recognized as one issue with 147 correlated reports.

kinn · cluster
clustering by symptom
“inventory freezes when I open it”
“UI lockup after item hover”
NullReference: InventoryPanel.OnItemHover
147 reports → 1 cluster
3

Enrich confidence

Affected versions, platform skew, repro steps normalized from every description, and a root-cause hypothesis with a confidence score.

kinn · bug report
Inventory panel freezes on item hover
v2.4.1Proton / Steam DeckNullReference
confidence0.92
4

Hand off cited

A draft ticket lands in Jira or Linear with every source cited. Your engineers start from a repro, not from "players are mad."

jira · KINN-1842
KINN-1842To Do
Inventory panel freezes on item hover
steam ↗github ↗reddit ↗+144 sources

Some bugs can't wait for the morning standup.

A dupe glitch or a wallhack spreads at the speed of YouTube. Kinn watches for the velocity signature of an exploit going viral and alerts your team while it's still containable.

kinn · live ops alert
exploit signal detectedfired 14:32
alert fired
+1,400% mentions in 20 min · traced to one YouTube clip

Triage that pays for itself.

25xfaster bug discovery
147→1reports per triaged issue
minutesfrom report to draft ticket
jira linear trello asana sentry datadog slack

Stop reading the same bug five times.

Connect your channels and watch the first cluster form the same day.