HoloInsight is a cloud-native observability platform with a special focus on real-time log analysis and AI integration.

InsightSolver: Colab notebooks for exploring and solving operational issues using deep learning, machine learning, and related models.

An autonomous SRE agent that monitors cloud logs across multiple platforms, leveraging AI models from various providers to detect anomalies, perform root cause analysis, and automate remediation by creating GitHub Pull Requests.

Production-grade multi-agent AI system for infrastructure reliability analysis and advisory intelligence, with governed execution available in Enterprise deployments.

Open source code for AIOpsServing

Deploy an AI-powered chatbot for your repo in under 2 minutes.

tpu-doc is a zero-dependency diagnostic binary for Google Cloud TPU environments that instantly validates hardware health, discovers software stack configurations, and provides AI-powered log analysis to eliminate expensive debugging downtime.

🚀 Enhance Google Cloud operations with the Gemini SRE Agent, automating log monitoring and incident response for smarter site reliability.

Production-ready MLOps platform for monitoring and evaluating LLM response quality with automated alerts and real-time analytics

AI-powered alert automation for n8n — unify alerts from monitoring systems, analyze via LLM, and auto-notify DevOps teams on Telegram.

It is an AI-powered DevOps tool that analyzes Linux server logs to detect anomalies and predict failures. It integrates ML models, automated fixes via Ansible, containerization with Docker, and orchestration using Kubernetes—providing a full-stack solution for predictive maintenance.

ReliaKit TL-15 is an open-source, planet-grade resilience framework for distributed infrastructure. It integrates automated DDoS protection, geo-aware routing, chaos engineering, and symbolic AI hooks to achieve fault tolerance beyond traditional benchmarks.

The collection of charms used to integrate Juju deployed Slurm clusters with Vantage.

🚦 Streamline alert management by using AI to triage infrastructure alerts, ensuring operators focus only on critical issues with Uptime Kuma integration.

An AI Agent IaC tool that aims to make developing and deploying AI Agents easier.

Org-wide public defaults for Klever Engineering.

Composable, explainable agent governance layer for AI-native platforms

Cloud wiring, data flows, and automations for the MindsEye LAW-T / LAW-N / SQL stack.

End-to-end healthcare intake pipeline: clean, validate, route, and AI-summarize intake notes using SQLite, Python, and local Llama 3 (Ollama).

🛠️ AI Ops Assistant — A Go-based backend system for automated log summarization, ticket triage, and changelog generation. Built with GraphQL, JWT auth, PostgreSQL, and a worker queue architecture for scalable operations.