Prognos Labs
An enterprise-grade orchestration platform designed to route, test, and analyze autonomous LLM agent networks with structured audit logs.
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Overview
SCALING AGENTIC WORKFLOWS FOR THE ENTERPRISEPrognos Labs serves as a command center for LLM agents. Companies deploy multi-agent loops that verify each other's outputs, routing queries based on system latency and model capabilities.
The Problem
Debugging autonomous agent networks is complex. Outputs drift, token costs spike, and tracing agent pathways in production requires heavy logging overhead.
My Solution
Created a trace-flow diagram showing agent actions. Built optimized vector databases using LangChain and Pinecone to anchor chat threads, and streaming telemetry dashboards to monitor live token consumption.
Impact & Results
Measurable outcomes that drive business growth and user engagement.