Daemons – we pivoted from building agents to cleaning up after them
Self-initiated AI maintenance workers defined in Markdown files.

Conceptual framework for cognitive load, but lacks a unified software implementation.
Knowledge workers struggling with cognitive load and unfinished tasks
Notion · Obsidian · Things 3
Self-initiated AI maintenance workers defined in Markdown files.
Specific sleep problem, but relies on unproven Stanford study interpretation.
Client-side background removal via ONNX, but remove.bg already dominates this.
Scriptable Apple Vision CLI beats cloud APIs for local privacy pipelines.
Free client-side border tool, but native phone editors and Canva do this already.
Scores AI agents on process fidelity, not just outcomes—catches KYC skips that other benchmarks miss.