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Small OS: Notediscovery (with MCP) and Lockstep

Small OS: Notediscovery (with MCP) and Lockstep

A fully self contained scheduling system with MCP

Today we’ll take a look at NoteDiscovery, a very interesting Markdown tool that is more geared towards Knowledge management for GenAI then for documentation (Like Docussaurus and the like). We will look at using it in docker and it’s MCP server. Could we make our own self-hosted chatbot system? We will also look at Lockstep, a security auditing tool that helps people focus on best practices and compliance. NoteDiscovery Let’s take a look at NoteDiscovery which I saw in this Marius post a while back.

Posted by Isaac on Thursday, July 23, 2026

AI Code Reviews with Ollama

AI Code Reviews with Ollama

Review code. Stay local

In recent times I have been looking closely into AI Code Reviews using tools like Github Copilot, which consumes my tokens and uses Azure/Microsoft resources. I have also looked at offerings from Qodo as well as CodeRabbit. All these SaaS tool suites are great, no doubt, but they all cost money. I got to thinking, could I not accomplish the same thing locally? Setup I’ll want to use an Ollama host in my network.

Posted by Isaac on Tuesday, July 21, 2026

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Software Developer, Open Source Enthusiast and Outdoor Enthusiast

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