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Paths, not piles. Each one takes you from a real starting point to a real capability, in lessons short enough to finish between generations.

Working · 6 lessons · 78 min

Suno to Ableton: the complete finishing workflow

Take a raw Suno export through import, tempo-mapping, resampling, layering, mixing, and mastering in Ableton Live, and finish with a release-ready file.

Working · 5 lessons · 65 min

Suno to Logic Pro: finishing on the Mac stack

Use Logic's Flex Time, stem splitter, and stock plugins to turn a Suno export into a finished track without buying anything beyond the DAW.

Working · 5 lessons · 63 min

Suno to FL Studio: pattern-based finishing

Slice, resequence, and layer Suno exports using FL Studio's playlist and Edison, ending with a mixed and mastered track from stock tools.

Foundation · 7 lessons · 80 min

Prompt craft foundations: the evidence method

Run prompting as a controlled experiment: isolate variables, generate in batches, rate every output, and build a repair-prompt vocabulary you can reuse across projects.

Working · 6 lessons · 77 min

Regional music lab: Urdu, Punjabi, and Arabic without generic fusion

Generate regional-language music where dialect, ornamentation, and instrument character survive the model, and know when to bring in a human consultant or player.

Professional · 7 lessons · 90 min

Release like a professional: rights, metadata, and the plan

Take a finished track through rights attestation, correct metadata, distributor selection, a real marketing plan, and post-release analytics without a rejection or a takedown.