Specialized Agents
Engine Room
The real multi-agent engine, on AWS. Run it and watch the agents move from idle to active — four domain agents in parallel, then the Chief of Staff and General Manager.
Source: GET /health · live from AWS
> Agents
Not yet activatedWatches renewal exposure across every account
not yet run
Tracks delivery health from the GitHub workspace
not yet run
Reads the earliest signs of churn
not yet run
Flags access & API anomalies against fixed thresholds
not yet run
Assembles the four signals into one picture
not yet run
Reasons across domains and decides what to do
not yet run
Design decision · auditability
The General Manager synthesizes with Nova Pro. The Security agent, by contrast, is rules-based by design — auditable, not probabilistic. A flagged anomaly traces to fixed thresholds on real metrics (API-call deviation, access patterns), never to a model's judgment.
> Infrastructure
Reasoning / synthesis
Amazon Bedrock — Nova Pro
us.amazon.nova-pro-v1:0
Memory embeddings
Amazon Bedrock — Titan Embed V2
amazon.titan-embed-text-v2:0 · 1024-dim
Vector store
Aurora PostgreSQL Serverless v2 + pgvector
HNSW index · cosine (vector_cosine_ops)
Compute
AWS Lambda · Python 3.12
15 functions · 4 domain agents fired in parallel (ThreadPoolExecutor)
Voice
Amazon Polly
neural (Matthew) · answer-to-speech via POST /speak
API
Amazon API Gateway (REST)
GET /health · /customers · /risks · /github · /slack · /memory · POST /analyze · /debrief · /speak
Events
Amazon EventBridge
agent + orchestrator event bus
Secrets
AWS Secrets Manager
Aurora · GitHub PAT · Slack webhook
The four domain agents run in parallel, then the Chief of Staff and General Manager — one orchestrated cascade per scan.