R
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Three columns, toggleable capability layers, a thousand SVG nodes — this diagram genuinely needs room to breathe. Come back on a desktop and Rupert will show you everything. Under the hood. All of it.
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Rupert · Agentic Swarm Architecture
REV 8 · LIVE · EVAL HARNESS Q3 2026
Infra
Runtime
Eval
Learning
Foundation infrastructure with toggleable capability overlays. Click any component for detail.
External services
GitHub
skills
python
LLM providers
Squint key
Brian key
OpenAI
Google Workspace
Gmail
Calendar
GChat
BigQuery
vector store
ClickUp
Squint
Nails Now
+ future
Shared substrate
LLM Gateway
intent + runMode routing
lifeLLM
pmLLM
key router
Python Sandbox
http-auth gated
Cloud Run
Skills bucket · gs://rupert-skills
client-facing
asset-gen
shared
Backup pipeline
Firestore + skills
nightly · 90d
PM Dashboard
traces · evals · QF
PWA
The swarm
RupertPM
Squint Firebase
PM
Classifier
100% eval
Thread reconciliation
100% eval · E.1
Meeting detection
+ ownership · E.4
Draft generator
+ pattern inject · E.2
Pattern extractor
weekly · E.2
Quality failure detector
4 mechanisms · E.4
Eval + Test harness
fixtures · baselines · pre-deploy gate
Exchange
Signal hub
XCH
Gatekeeper
SNR scoring
Signal router
cross-swarm
Escalation
digest unread · E.1
RupertLife
Personal Firebase
LIFE
Brain
tick: 2m
Tick queue
anomalies + insights
Signals
script collections
Statistical scripts
thresholds · hysteresis
Brain Tick
negatives covered · D
APIs · cadence per source
Weather · Solar · Health · Cal · 3D
Custom scripts · research
hypothesis sets · sandbox
Public swarm
RupertPR
Portfolio Firebase · briankerrigan.us
PR
Site navigator
drives page state
Portfolio agent
reasoning + tool use
Lead scorer
SNR · LEAD_NOTIFY
Surfaces
Bridge App · Android
FCM push surface
Personal Gmail
transcripts · escalations
PM Dashboard / Training
HIL sessions · settings · QF review
Phase A foundation · always on
Budget alerts
3 billing accounts
Firestore PITR
7-day window · 3 projects
Skills versioning
90-day rollback
Key rotation
Secret Manager
Security audit
quarterly · Phase F
Preview deploy
on-demand parity
traces/v2
discriminated · 4 runModes
Heartbeats
scheduled function liveness
3-layer drift defense · non-prod → Squint key
Foundation · always on · cannot fail silent