NO. 01STATE ENGINE
Fact Engine
“I think the DB is down” never becomes root cause. Beliefs stay hypotheses until evidence and a human confirm them.
LIVE VOICE SYSTEM — AGORA CONVERSATIONAL AI/ BY NERDNINZAS
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AI INCIDENT COMMANDER
The intelligence layer inside the incident room.
Sentinel joins the war room like a teammate. It separates what the team knows from what it believes, tracks who owns what, flags contradictions — and never touches production without a human.
01 / SIGNALS
What Sentinel Does
NO. 02REASONING
Conflict Radar
Two responders disagree — Sentinel flags it and asks for verification instead of picking a side.
NO. 03COORDINATION
Ownership Chaser
“Someone check the deploy” gets an owner, a priority, and a follow-up when it goes quiet.
NO. 04SAFETY
Human Gate
Rollbacks, restarts, failovers are proposed — never executed — until a commander approves.
NO. 05AUDIT
Evidence Graph
Every belief renders what supports it, what contradicts it, and its live confidence.
NO. 06HONESTY
Confidence Matrix
Six scores computed from state, never asserted by the model. Low root-cause confidence stays low.
NO. 07MEMORY
Live Timeline
Every fact, action, decision, conflict and tool run becomes an immutable timeline event.
NO. 08OUTPUT
Auto Postmortem
Impact, findings, decision ledger, unresolved risks — generated the second the incident resolves.
02 / PIPELINE
Life of a Sentence
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SPEAK
Responders talk in the Agora RTC voice room. Sentinel joins as a participant.
→02
TRANSCRIBE
Agora's ares ASR converts speech; RTM delivers speaker-attributed transcripts.
→03
REASON
The engine + Gemini extract facts, hypotheses, actions, conflicts as typed ops.
→04
GATE
Safe tools auto-run. Production actions wait at the human approval gate.
→05
SPEAK BACK
WARN · ASK · SUMMARIZE · PROPOSE — voiced into the room via managed TTS.
ASR: AGORA ARES · LLM: GEMINI 2.5 FLASH (CUSTOM VENDOR → OUR ENGINE) · TTS: AGORA-MANAGED · TRANSCRIPTS: RTM DATA CHANNEL
03 / WAR ROOM
Declare An Incident
Sign in to declare or join a war room — solo or as an organization workspace with your whole team.SIGN IN
OPERATOR
INCIDENT
LINKED GITHUB REPO — SENTINEL READS RECENT COMMITS & PRS AS EVIDENCE
THEN RUN THE PAYMENT-OUTAGE DEMO — OR JOIN VOICE AND TALK
ACTIVE ROOMS — 0
NO ACTIVE INCIDENTS. QUIET IS GOOD.