A private playground for running and comparing open models via Ollama with streaming chat, system prompts, and parameter controls.

Natural-language assistant that inspects cluster state, suggests fixes, and generates safe kubectl / Helm workflows.

Pipeline helpers that summarize MRs, draft release notes, and triage CI failures using repository context.

Retrieval-augmented knowledge base over runbooks, architecture docs, and postmortems with hybrid search.

Copilot for Terraform, Helm, and CI configs — explains drift, proposes patches, and reviews IaC for safety.

Multi-tool agent that queries OpenStack services, meters usage, and drafts operational reports.

A structured notebook of prompt patterns for ops, code review, and agent tool descriptions.

Model Context Protocol server exposing DevOps tools — Vault, GitLab, K8s — to MCP-compatible clients.

Automated PR review focused on security, reliability, and DevOps conventions rather than style nits.

n8n and custom Go workers that orchestrate AI steps across tickets, pipelines, and chat alerts.