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Jul 3Testing PlatformL4 rollback + "keep pushing" turned 0/5 Search into 2/5 same-day. The v3.4 full-batch…Jul 2A11yReadyThe self-improving loop now reaches the pipeline's prompts, not just its code. Many…Jun 30A11yReadyThe system now diagnoses and fixes its own recurring problems. The Pipeline Advisor was…Jun 29Testing PlatformSelf-serve admin-perms diagnostic landed: 4 role codes unblock 32 specs, verified…Jun 29Testing PlatformThe platform automatically surfaced 5 real legacy bugs in UCR QAT — including 3 that…Jun 29Testing PlatformHonest Monday baseline: 66.2% pass excl. skips on the cleaned 210-spec / 324-test suite…Jun 29Testing PlatformThe strict PageObject allowlist now actually constrains the live generator. The v3.2…Jun 28A11yReadyTwo reliability improvements. (1) Image sizing: images inside converted documents —…Jun 28File IntelligenceRetired the Xingwu PHP-audit cross-check — it was the initial one-time orphan-detection…Jun 28Testing PlatformEight of nine holistic test categories now populated on prod (was six Friday). Sunday…Jul 3Testing PlatformL4 rollback + "keep pushing" turned 0/5 Search into 2/5 same-day. The v3.4 full-batch…Jul 2A11yReadyThe self-improving loop now reaches the pipeline's prompts, not just its code. Many…Jun 30A11yReadyThe system now diagnoses and fixes its own recurring problems. The Pipeline Advisor was…Jun 29Testing PlatformSelf-serve admin-perms diagnostic landed: 4 role codes unblock 32 specs, verified…Jun 29Testing PlatformThe platform automatically surfaced 5 real legacy bugs in UCR QAT — including 3 that…Jun 29Testing PlatformHonest Monday baseline: 66.2% pass excl. skips on the cleaned 210-spec / 324-test suite…Jun 29Testing PlatformThe strict PageObject allowlist now actually constrains the live generator. The v3.2…Jun 28A11yReadyTwo reliability improvements. (1) Image sizing: images inside converted documents —…Jun 28File IntelligenceRetired the Xingwu PHP-audit cross-check — it was the initial one-time orphan-detection…Jun 28Testing PlatformEight of nine holistic test categories now populated on prod (was six Friday). Sunday…
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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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