The Honor System Does Not Scale
Agent coordination is not a trust problem you can solve with better prompts. It is a trust infrastructure problem — here is how we do it.
Legibility Is Not Enough
Being findable by machines was the easy part.
The AI Training Clause Every Commercial License Needs
What it has to do, what it can't do, and why every commercial license drafted in 2026 will need it.
The User Is Not the Customer Anymore
The interface layer is collapsing. The next buyer is a machine acting on someone's behalf, and most products are not legible to it.
I Built a Desktop App to Manage What Claude Code Leaves Behind
Claude Toolkit: artifact discovery, security scanning, permissions management, and settings repair for Claude Code power users.
Claude Code Has a Hygiene Problem Nobody's Talking About
The configuration sprawl nobody's managing is the technical debt of AI-assisted development.
Hybrid Search at 60 Million Documents
When Neither Keywords Nor Vectors Are Enough
Embedding 60 Million Documents
What Nobody Tells You About Vector Search at Scale
Why MCP Needs a Manifest: Solving the Configuration Chaos
From manual JSON copy-pasting to one-click installation, how mcp-manifest.json brings autodiscovery to the MCP ecosystem.