Technical deep-dives into the tools, frameworks, and practices we use at MusicTech Lab — Django, Vue, CI/CD, APIs, and open-source projects.

We open-sourced mcp-codemagic, an MCP server that brings Codemagic CI/CD into Claude Code. List apps, trigger builds, check status, and cancel runs wi...

In May 2026 we shipped an MCP for reading C2PA manifests in music. This post is the follow-up: the same reader, now inside Ableton Live as an open-sou...

MusicTech Lab partners with Verified Human to build infrastructure for authentic, human-made music in the age of AI. Technical review, product develop...

In-app messaging sounds like a simple feature, but building it from scratch is a project on its own. Here's why we use managed chat services and how w...

How AI-powered audio search is replacing tags and keywords, helping sound designers find the right SFX in seconds instead of minutes.

A practical guide to adding e-signatures to your Django app with the SignNow REST API: OAuth2 auth, document uploads, Celery signing workflows, and we...

Send song structure data from Ableton Live to a cloud API. Build a complete DAW-to-database pipeline with real-time visualization.

Build a Max for Live device that exports arrangement locators and BPM to JSON, ready for external tools and AI music analysis pipelines.

What is MusicXML, how does it work, and what are its applications in music and education? A guide to the open standard for sheet music exchange.

A collection of practical software development tips, workarounds, and clever solutions discovered in production codebases. Part 1 of an ongoing series...
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