I'm Hari.

An AI-first, self-hosted platform that unifies the tools, documentation, assets and workflows an IT administrator uses into one operating layer. The design inverts the usual stack: instead of a dashboard with AI bolted on, a local LLM is the intelligence layer and the dashboard is a surface on top of it.

Retrieval-augmented generation runs over IT documentation, SOPs and ticket history, so one search box covers documents, assets and infrastructure state. Behind it sit domain-specialist agents scoped to Microsoft 365, networking, Linux, VMware and FortiGate - each with access only to the documentation and APIs relevant to its domain. Self-hosted by design, so internal data never leaves the network.

The AI engine is running today on a local inference node reached over a private tailnet. Knowledge ingestion, universal search, and Azure and Microsoft Graph integration sit in the phased roadmap.

Ollama · Qwen 3 · RAG · Tailscale · Cloudflare Access · Docker · self-hosted

An AI-assisted delivery framework I built and use daily. Specialist manager personas are routed by keyword, each with its own remit - operations, marketing, documentation - and all of them read and write a git-backed persistent memory, so context survives between sessions instead of being re-explained.

The part I find most useful is the wrap protocol: closing a session automatically produces the release notes, QA checkpoints and audit findings for the work just done. Governance artefacts come out as a by-product of doing the work, rather than as a separate chore that gets skipped. A policy-conflict check runs before anything is implemented, so a request that contradicts a recorded decision gets surfaced instead of silently applied.

Claude Code · git-backed memory · keyword routing · automated release notes & QA checkpoints