ChronicleOps: Autonomous Chaos Engineering & Self-Healing Telemetry Engine published

ChronicleOps, an autonomous cloud chaos engineering and self-healing telemetry platform built on Zerops, has been released. The platform allows developers to inject controlled faults, observe real-time telemetry, and automatically recover services while generating Gemini AI root-cause diagnoses. It features a multi-service architecture with an orchestrator, worker, ingestion engine, and a zero-dependency frontend.

ChronicleOps is an autonomous cloud chaos engineering, real-time observability, and self-healing platform built natively on Zerops . Instead of manually troubleshooting downtime, ChronicleOps lets developers spin up target application stacks, inject controlled fault vectors such as process kills or container crashes , observe real-time telemetry degradation, and let the system automatically recover services while generating Gemini AI root-cause diagnoses . ChronicleOps is structured as a multi-service architecture running directly on Zerops infrastructure: | Component | Stack | Description | |---|---|---| Orchestrator | FastAPI Python 3.11 , Uvicorn | Primary API gateway, environment lifecycle orchestrator, and Gemini AI diagnosis engine. | Worker | Python 3.11, Zerops CLI zcli | Background polling daemon that monitors target health, triggers recovery restarts, and runs TTL resource pruning. | Ingestion Engine | FastAPI, Pub/Sub | Log collector and real-time event pipeline for telemetry streams. | Database & Cache | PostgreSQL, Valkey | Vector store for historical incident embeddings and real-time state synchronization. | Frontend UI | HTML5, Modern CSS3, Canvas, Vanilla JS | Zero-dependency Command Center featuring CRT scanline aesthetic, real-time Canvas telemetry charts, and interactive controls. | ┌─────────────────────────────────────────┐ │ ChronicleOps Dashboard │ │ Vanilla JS + HTML5 Canvas RTC │ └────────────────────┬────────────────────┘ │ ▼ ┌─────────────────────────────────────────┐ │ Orchestrator Service │ │ FastAPI / Python 3.11 │ └───────┬─────────────────────────┬───────┘ │ │ ▼ ▼ ┌─────────────────────────────────────────┐ ┌─────────────────────────────────┐ │ Worker Service │ │ Ingestion & AI Engine │ │ Zerops CLI / Health & TTL Poller │ │ PostgreSQL + Gemini Vector RAG │ └─────────────────────────────────────────┘ └─────────────────────────────────┘ Key Features 1-Click Demo Quickstart: Instantly provisions an isolated application stack on Zerops using a demo repository without local configuration. Controlled Chaos Injection: Injects process termination signals SIGKILL / 502 Bad Gateway into active containers to test fault tolerance. Real-time Canvas Telemetry: Tracks 1.0s RTC uptime signals with visual telemetry drop and step-up curves. Autonomous Self-Healing & MTTR: Detects service outages in real time, executes automated restarts via zcli, and calculates exact Mean Time to Recovery metrics. Gemini AI Root-Cause Diagnosis: Correlates log tails against historical incident vector embeddings stored in PostgreSQL/Valkey to generate root-cause reports, confidence scores, and recommended fixes. TTL Environment Pruning: Automatically cleans up expired demo environments and Zerops project resources to keep platform quotas clean. How Zerops Powers ChronicleOps ChronicleOps relies on Zerops for its deployment pipeline and multi-service orchestrations: YAML zerops: - setup: orchestrator build: base: python@3.11 buildCommands: - pip install -r orchestrator/requirements.txt deployFiles: - ./orchestrator run: base: python@3.11 ports: - port: 8080 httpSupport: true start: uvicorn orchestrator.app.main:app --host 0.0.0.0 --port 8080 Links & Live Demo Live Dashboard: https://orchestrator-2b86-8080.prg1.zerops.app https://orchestrator-2b86-8080.prg1.zerops.app Main GitHub Repository: https://github.com/siddarth709/ChronicleOps https://github.com/siddarth709/ChronicleOps Demo App Target Repository: https://github.com/siddarth709/ChronicleOps Demo https://github.com/siddarth709/ChronicleOps Demo