The Wrong Knob
Qwen3.8-27B landed for local use this week. The first question everyone asks about it is the least interesting one you can ask — and on a graphics card, your VRAM already answered it.
Where the Equation Flips
The local-versus-cloud line moved while this was being written — and total parameters stopped being the axis it moves along.
The Automatic Transmission Moment
Everyone says the programmer is moving up the stack. Almost no one asks where the stack stops... or what the people resisting it are actually protecting.
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.
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.