Blog // Lab Notes

Published lab notes only.

Kyanite Labs publishes notes after there is a real build, lesson, product, or workflow to explain. The blog covers open-source AI tools, MCP systems, agentic media, developer learning, implementation notes, and the messy process behind the work.

MCP / Video Automationvideo editing MCP server
Why mcp-video matters

mcp-video is a video editing MCP server that gives AI agents direct handles on timelines, effects, FFmpeg, and finished media.
Agent Systemsagentic systems
Infinite monkeys, LLMs, and the room around the machine

The argument behind the video: output quality is not just probability. It is architecture, filters, and human taste.
Build NotesAI tool implementation
What a working AI tool needs before people can use it

A practical checklist for turning a working tool, workflow, or rough app into something other people can understand, install, and use.
MCP ImplementationMCP server implementation
MCP server implementation checklist

The checklist Kyanite uses to decide whether an MCP server is a toy, a usable tool, or something worth implementing.
Repo Intelligencerepo archaeology
Repo archaeology turns history into proof

Why commit history is one of the strongest proof sources for learning diagnostics, implementation help, and engineering trust.
SEO / GEOAI discovery
AI discovery needs more than a sitemap

What Kyanite adds so search engines and AI assistants can understand the tools, products, proof, and support path.
Public Proof Inputs

The repos are the lab notebook.

Public repositories show what Kyanite builds, learns, breaks, fixes, and releases. The paid path is implementation help around those tools, not a generic consulting offer.

Repo Intelligence devarch-framework

Shows Kyanite can turn development history into evidence, not vibes.

 Media MCP mcp-video

The flagship proof that agents can operate timelines, effects, and repeatable media pipelines.

 Estimation MCP Epoch

Turns planning uncertainty into agent-callable forecasting tools.

 Localization MCP DialectOS

Makes Spanish launch quality inspectable instead of treating localization as generic translation.

 Personal OS Innerscape

Shows the same build-and-implementation pattern applied to intimate, data-rich workflows.

 Domain Software openglaze

Proves Kyanite can ship useful software outside the generic AI-tool bubble.

 Learning Diagnostics Dev Learning Archaeologist

Turns repo behavior into a readable diagnostic artifact.