Tech | Max1Millions

"We are entering into the greatest transfer of wealth in history."

— Maximilian Larson (Max1Millions) on AI

I'm currently specializing in agentic AI, context engineering, and agent harnessing. The global music publishing industry is one of the most fragmented data sectors in the world — so I started Rightstune, a publishing admin platform to help musicians get paid.

I also built Orion, an OpenClaw agent that gathers context from private repos using LangChain, modifies code locally via LangSmith and Claude, and calls production tools through MCP — ingesting CWR acknowledgements, processing royalty statements, and enriching catalog metadata autonomously.

Founded 2025

Rightstune

Publishing administration, reimagined.

Rightstune was founded with a singular goal: help producers, artists, and musicians get paid their fair share of royalties.

CWR file generation and society registration workflows
ISWC / IPI identifier reconciliation
Royalty statement ingestion and catalog validation
Client portal at rightstune.com
Self-administration enabled by AI-assisted operations

Ownership First

Your music, your rights. Forever.

OpenClaw Agent

Orion

Production agent for Rightstune's Python, PHP, and SQL pipelines.

Orion is an OpenClaw agent I operate via iMessage. It maintains the full stack of publishing administration pipelines — from CWR generation to statement processing — with three interaction modes:

Run pipelines — Rightstune MCP over Tailscale, no LLM on the execution path
Ask about code — orion-rag-query for LLM-free Chroma + BM25 retrieval
Ship fixes — RAG context → orion-fix → LangGraph + Claude, human-in-the-loop branch review

Production runs on the Mac host via MCP; Orion's Linux sandbox never reads real .env secrets. These agent workflows run in production and have had measurable revenue impact for Rightstune.

View on GitHub — RAG-PIPELINE →

Orion Stack

RAG / Chroma: Index repos, docs, SQL into local Chroma + BM25; LLM-free retrieval
LangGraph codeflow: Opus planner + Sonnet coder via orion-fix
Incident supervisor: MCP poll, remediate, iMessage notify
SQL watchdog: Proactive local DB validation
Golden fixtures: Regression tests against synthetic fixtures

Collections: repos · docs · sql · playbooks · discrepancies

Python Chroma LangGraph LangChain LangSmith MCP Tailscale

Open Source & Tools

Public repos from github.com/max1millions.

Python · Open Source

RAG-PIPELINE

Public portfolio repo for Orion's operator stack — RAG indexing, LangGraph auto-fix, incident and watchdog modules. Published so reviewers can see how the agent is built and operated for Rightstune.

View repository

Python · CWR V2.1 & V2.2

CWR-DataApi

Maintainer of WESO's CISAC CWR Python domain model — configurable parsers for CWR files and model-JSON transformations used in global publishing registration.

View repository

Python · CWR V2.1 & V2.2

CWR-Validator

CLI validator for CISAC CWR .V21 and .V22 files — structural decode checks against the DataApi grammars, with production-file shims for common HDR edge cases.

View repository

Python · API Client

muso-ai-data-api

Python CLI toolkit for the MUSO.ai v4 Data API — artist search, profile and track retrieval, credits listing, roles taxonomy, and daily quota tracking.

View repository

Tech Stack

Languages

Python SQL PHP HTML CSS JavaScript

Data Engineering

ETL Pipelines JSON Schema Validation Database Design Git System Design API Integrations

AI Engineering

MCP Servers OpenClaw LangSmith LangChain Cursor Google Cloud AWS

Let's Build Together

Interested in Rightstune, agentic ops, or open-source collaboration?

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