PainSignal — CogniGTM

01 what it watches

Every open surface where developers actually talk.

GitHub Issues, Reddit, Hacker News. The forums where a person with a real problem describes it in their own words, publicly, while they still care whether it gets fixed.

github reddit hn

triage queue

// direct API against github · exa-scoped search on reddit + hn · every open issue read, not sampled

02 how it decides

A triage that reads like a person did it.

Every signal gets scored on whether it's genuine, specific, and currently unresolved. The model cites the evidence it used — no black box, no "vibes-based confidence."

signal · github/elevenlabs 14m ago

"Voice cloning: silence in output for non-English text. Tried en-US and ja-JP voices, same result — output file is 0 bytes. No error in logs."

// verdict

Genuine complaint ● 87% · currently unresolved · not spam.

// likely cause

VC-2 model is missing the multilingual fallback for inputs under 20 chars. Reproduces on ja-JP and de-DE.

// suggested action

Draft reply · reference docs/voice-cloning#lang.

03 what a response looks like

A draft, not a send.

PainSignal writes a personalised reply grounded in your docs and prior resolutions. It can also generate a short video reply with an AI avatar. Nothing goes out until a human clicks approve.

draft reply // in review

Hey — this is a known limitation with VC-2 for short inputs under 20 characters. We've documented the workaround at /docs/voice-cloning#lang. If you can share the exact input that failed we can also verify it's not the regression we shipped this week.

generate video edit draft approve & send

// nothing is posted until a human clicks approve.

04 where it fits

DevRel, developer support, growth engineering.

Not a bot. A first pass across signal you couldn't watch manually. Built for teams with a public developer-facing surface — an API, an SDK, a CLI, an integration.

DevRel Developer support Growth engineering API / SDK owners

Currently working against a configured GitHub org. Reddit and HN scoped via Exa.