The Bike4Mind Blog
Field notes on owning your AI — models, agents, and the open stack.
★ Featured
The Mu Strategy: How to Build on Hyperscalers Without Being Owned By ThemNovember 17, 2025The Norway essay showed hyperscalers running a sovereign-grade macro trade. This essay explains the third option: Mu — how to use hyperscalers as infrastructure (not gods) while keeping your strategic freedom. Rent their muscles. Own your brain. Build where they structurally cannot follow.AI
Architecture
Cloud & Infrastructure
Product Strategy
engineering
How Bike4Mind validates, scopes and revokes API keysOctober 9, 2026How the Bike4Mind API-key system checks keys with a SHA-256 digest instead of bcrypt, limits what a key can reach and mint, keeps concurrent writes from reverting a revoke or exceeding the key cap, deactivates keys when an owner is blocked, and manages keys after issue.
engineering
Folders Are All You NeedAugust 21, 2026Agent loops are real, but they need verifiers you do not have. A long field guide for everyone who is not a software engineer: the folder, the terminal, CLAUDE.md, and building your own tools.
AI
Business
Leadership
AI
TL;DR;AI4ME: The First Kilobyte Belongs to the RobotsJuly 14, 2026A friend's Claude read my agent-discovery page and reported the site had no MCP server — because the endpoint URL sat at the 96% mark of 137KB of text. Coining TL;DR;AI4ME: the first-kilobyte block every agent-readable site needs.
AI
MCP
Developer Tools
Bring the Open Back to AIJuly 4, 2026On July 4th we opened Bike4Mind’s core: source-available under BSL 1.1, converting to Apache-2.0 on a two-year clock written into the license. Why the closing frontier made it necessary — and why the car keeps driving when the engine gets pulled.
AI
Open Source
Business
Bike4Mind
The License MazeJuly 3, 2026Walking every exit of the open-core licensing maze — MIT, AGPL, SSPL, BSL — and why the door out is a generous grant with a two-year Apache ratchet you cannot stop.
AI
Business
Strategy
Open Source
Beauty Is the RewardJune 28, 2026Why a flower, a proof, and a face all feel the same — beauty as the felt signal of a successful compression — and why that feeling can lie. The capstone of a four-part series on intelligence.
AI
beauty
aesthetics
intelligence
Distillation Attacks on the UniverseJune 28, 2026Why a 20-watt brain out-learns a megawatt model — and what it stole from a billion-year pretraining run. The capstone of a trilogy on eyeballs, leylines, and cheap intelligence.
AI
AGI
intelligence
neuroscience
Give the Model EyeballsJune 28, 2026If an agent can clearly see, measure, or hear a task, it's 80% solved — the mechanism, where it betrays you, and why it's the first thing I screen for when I hire.
AI
agents
LLM
AGI
LeylinesJune 28, 2026Imagination is the bottleneck now. My hunch: it's a search across a high-dimensional space along ridges that were already there — and measuring them builds the last eyeball.
AI
imagination
AGI
philosophy
How We Built /think-tank — A Skill for Infographics That Can't LieJune 18, 2026The story of building a Claude Code skill that turns data into honest, proportional infographics — born from one stubborn water drop that refused to lie.
AI
Claude Code
Data Visualization
Tools
A Skill Is a Voice in Your Agent’s Ear: How to Safely Vet One Before You Run ItJune 14, 2026How to git clone and review an AI skill, and why you must sever its phone-home channel even when it looks completely benign.
AI
Security
AI Alignment
Leadership
Two Days, Two Codebases, Fourteen FindingsApril 10, 2026How an agentic security tool I built three days ago adapted to a brand-new target in under an hour, found 14 issues, and produced a clean fix branch in three hours total.
AI
Security
Claude Code
Agentic