Cortex

Multi-agent AI system for autonomous repository and infrastructure management.

⚠️ This project is archived. Cortex is no longer under active development. Explore the code, but no new features or fixes are planned.

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What It Does

Cortex automates DevOps workflows through a master-worker agent architecture. Five master agents coordinate specialized workers across implementation, testing, security scanning, documentation, and analysis.

Architecture

Agents

Master	Responsibility	Workers
Coordinator	Task routing, prioritization	Analysis, Documentation
Development	Code changes, PRs	Implementation, Test, Fix
Security	Vulnerability management	Scan, Security Fix
Inventory	Asset tracking	Analysis
CI/CD	Pipeline management	Implementation, Test

Daemons

9 background processes handle self-healing, monitoring, token budget enforcement, and coordination persistence.

Observability Pipeline

Sources → Processors → Destinations → API → Dashboard

• 4 processors: enrich, filter, sample, redact PII
• 5 destinations: PostgreSQL, S3, webhook, JSONL, console
• 15+ REST endpoints, full-text search, cost tracking

Key Numbers

• 94% worker success rate
• 200k daily token budget
• 94 passing tests (observability pipeline)
• 5 master agents, 7 worker types, 9 daemons

Tech Stack

TypeScript · Python · K3s · ArgoCD · Redis · PostgreSQL · Claude API · MCP · PyTorch · Elastic APM

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_{Built with Claude. No longer maintained.}