Wednesday · August 19, 2026 · 09:48 PST

Ryan Cahill campaign command center

QEMU connected
Pilot pod · ryan_cahill LIVE

One signal-first workflow. Five workers. Only the decisions worth your attention.

Hermes routes the work, Prime judges it, and the right worker handles each step. The pilot is tuned for publicly verifiable retirement and pension signals affecting California educators.

6 daily jobs · evidence required
VBS OS agent architecture showing Hermes, Gemma, DeepSeek, Prime, and Nova reporting to the operator

Verified signals

09

+4 since yesterday

Awaiting Prime

05

Needs a decision

Outreach ready

03

Evidence-linked

System confidence

86%

+6.2% this week

Ryan campaign pipeline

Every job carries client_id, evidence, confidence, Prime decision, and next action.

CONTRACT · ryan_cahill
discovered verified enriched outreach_ready human review only

Master workflow

The routing contract Hermes is running today.

6 jobs / daily
01

Morning signal discovery

Hermes → Gemma

Active
02

Verification + contact extraction

Gemma → DeepSeek

Queued
03

Enrichment + validation

DeepSeek

Scheduled
04

Qualification + outreach gate

Prime

Awaiting
05

Personalized outreach prep

Nova → Prime

Blocked
06

End-of-day client report

Hermes

Scheduled

Worker fleet

Clear jobs. No model sprawl.

Hermes

Orchestrator / COO

Routes work, retries, reports

Routing

Prime

Supervisor / QA Gate

Judges evidence and eligibility

Gating

DeepSeek

Execution Worker

Extracts, enriches, normalizes

Processing

Gemma

Research & Verification

Challenges sources and confidence

Verifying

Nova

Communications Worker

Personalizes and classifies replies

Ready

Operator queue

4

Prime stops the pipeline when evidence, identity, or eligibility is uncertain.

Retirement signal needs evidence review

Gemma · San Diego Unified · 0.78 confidence

REVIEW

Approve 3 verified contacts for enrichment

Prime · Ryan Cahill Campaign

APPROVAL

Check Nova draft: pension transition message

Prime · Evidence-linked personalization

QA GATE

Investigate conflicting district source

Hermes · Escalated from Gemma

HUMAN