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Hard Interference by VRS — independent AI guides, build journals, and benchmarks from the real workbench. No subscriptions. No lock-in. Just computing you own.
1.04B
Cumulative Tokens
£40/mo
OAuth Cost
£12,848/mo
Opus 4.6 API Est.
£12,808/mo
Estimated Savings
What I Cover
Hard Interference — independent AI guides, build journals, and hardware know-how.
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AI Guides
The facts. Step-by-step guides, model comparisons, and hard numbers for running independent AI.
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Build Journal
The story. Real builds, wow moments, and honest accounts of what worked and what didn't.
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Benchmarks
New model drops, I benchmark them for you. Real-world numbers, no marketing spin.
Latest Posts
Fresh from the workbench.
APR 21, 2026
AI Guides
OpenClaw's :nitro, :floor, and :exacto
Same model, three superpowers. Route for speed, cost, or precision with one string change.
APR 20, 2026
Benchmarks
378 Million Tokens for £9.24
Week 2: our first full Mon–Sun week. Same workload would cost £4,635 on Claude Opus. That's a 502x markup.
APR 20, 2026
Build Journal
Your Laptop Isn't Dead — It Just Became an AI Machine
A £200 ex-office ThinkPad, Ubuntu, and an AI agent. The build that started everything.
APR 20, 2026
AI Guides
The IMDB Deduction: When Your AI Impresses You
A bare link. No context. And the agent figured out the whole story.
APR 20, 2026
Build Journal
Introducing Raf & Dade
How a time-starved nursery owner built an AI agent because he needed it — not because it was trendy.
APR 22, 2026
Build Journal
Stop Running in Circles
How we made AI memory actually useful — collapsible days, searchable sessions, and stars for the wow moments.