Local-first personal and work operating system with Windows Desktop, full Android mobile, review-first integrations, evidence-backed intelligence and explicit safety controls.
Review-first local AI file organizer with dry-run apply, rollback, and agent-safe MCP.
Protected public project surface for Papercut, a review-first paperwork operations system.
Public-safe ASP.NET Core workflow integration proof with mock connectors, idempotency, bounded retries, human review, and audit evidence.
Review-first n8n automation for PSX broker PDF intake
Tool-calling reliability lab with deterministic mutation tests, retry orchestration, and an attributed Apache-2.0 parser baseline.
Local, review-first VS Code companion for Ollama-backed AI edit proposals from Samsarix LLC.
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