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Aug 2A11yReadyFixed a batch of issues in the human review screen — the surface a reviewer uses to check…Jul 30A11yReadyThe self-improvement (learning) system is back on. It had been paused while the core…Jul 30VantageThe self-healing grounding engine — diagnosed the pass-rate floor, then built the machine…Jul 29A11yReadyRe-ran the 15 general reports & presentations through the newly hardened pipeline and did…Jul 28A11yReadyA full source-versus-output review of 15 general reports and presentations — the broadest…Jul 26A11yReadyTwo reviewer-driven hardening pushes since the last update. On fillable forms, the…Jul 26QuillPhase-1 review flow shipped. Primary Data table shows ⚑ needs-attention when any…Jul 26QuillDrawer polish: Advanced-view toggle hides dormant Queue Info and Phase-4 enrichment.…Jul 26QuillAggregator dedup: prod Firestore was silently ingesting duplicate invoices (same PDF,…Jul 26QuillUI aligned to Multco BRANDING.md palette (#316094 steel blue). New Pill primitive with 6…Aug 2A11yReadyFixed a batch of issues in the human review screen — the surface a reviewer uses to check…Jul 30A11yReadyThe self-improvement (learning) system is back on. It had been paused while the core…Jul 30VantageThe self-healing grounding engine — diagnosed the pass-rate floor, then built the machine…Jul 29A11yReadyRe-ran the 15 general reports & presentations through the newly hardened pipeline and did…Jul 28A11yReadyA full source-versus-output review of 15 general reports and presentations — the broadest…Jul 26A11yReadyTwo reviewer-driven hardening pushes since the last update. On fillable forms, the…Jul 26QuillPhase-1 review flow shipped. Primary Data table shows ⚑ needs-attention when any…Jul 26QuillDrawer polish: Advanced-view toggle hides dormant Queue Info and Phase-4 enrichment.…Jul 26QuillAggregator dedup: prod Firestore was silently ingesting duplicate invoices (same PDF,…Jul 26QuillUI aligned to Multco BRANDING.md palette (#316094 steel blue). New Pill primitive with 6…
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AI Commander

Agentic RAG Orchestration

PythonVertex AIGeminiRAGStreamlitMulti-Agent
5
Specialized Agents
56K+
Documents
Hub-Spoke
Architecture
AI Commander — Dashboard View
AI Commander — Architecture

Overview

Production hub-and-spoke orchestration with 5 specialized agents: Commander router with sticky routing, conversational Data Analyst, RAG-powered WCAG Expert via Vertex AI Vector Search, Operations agent with human-in-the-loop approval, and Data Dictionary. Function-calling pipelines with exponential backoff, audit logging, and dynamic visualizations.

AI Commander — Screenshot

Key Features

Commander router with sticky routing for context preservation
Conversational Data Analyst agent for real-time queries
RAG-powered WCAG Expert via Vertex AI Vector Search
Operations agent with human-in-the-loop approval workflows
Data Dictionary agent for schema exploration
Function-calling pipelines with exponential backoff
Comprehensive audit logging and dynamic visualizations

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