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You Have 6 Days: The Fable 5 Subscriber Migration Checklist
Free Claude Fable 5 access ends July 19. A 4-step checklist to audit, classify, and route your agents to Opus 4.8, Sonnet 5, or Haiku before the…
17 hrs ago
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James Cruce
My AI MOA Experiment Kernel-Panicked My Mac Studio Three Times
A 256GB Mac shouldn't run out of memory. Mine did, three times, during the safe part of an AI benchmark. The one-line bug, and how I proved it from the…
Jul 6
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James Cruce
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I Mined My Own Claude Code Config Files. Here's What I Found.
After months of AI-assisted development, your config files are hiding a pattern library. Here's how to extract it.
Jul 1
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James Cruce
Apple Container vs Docker: When to Use Which on Apple Silicon
Apple's container CLI hit 30K stars promising speed. I benchmarked it against Docker Desktop and OrbStack — here's where the line actually is.
Jun 27
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James Cruce
1
Local LLMs Plus Claude Code: The Mac Studio Hybrid Workflow
Route generation to local Ollama models (gemma4, qwen3-coder) and save Claude for judgment calls. The routing table I run on a 256GB M3 Ultra Mac…
Jun 23
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James Cruce
I Ran Google's 1,000-Tokens-Per-Second Model on My Mac. A Normal Model Beat It.
DiffusionGemma promises 1,000 tok/s but hits 43 on Mac. See why autoregressive Gemma wins on Apple Silicon with real benchmarks and data.
Jun 19
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James Cruce
I Secured My AI Agent With a 7-Layer Threat Model
Using the MAESTRO framework to harden an autonomous agent -- seven layers of things that can go wrong, translated from security-paper-speak in your day.
Jun 8
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James Cruce
18:28
I Secured My AI Agent With a 7-Layer Threat Model
Using the MAESTRO framework to harden an autonomous agent—seven layers of things that can go wrong, translated from security-paper-speak into your day.
Jun 8
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James Cruce
Anthropic Shipped an AI Security Scanner. Here's the Per-PR Cost Math.
Before you add anything to CI, know exactly what it costs per pull request and how to triage what it finds.
Jun 2
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James Cruce
Stop Paying for Cloud APIs: Building a Local AI Stack on Mac Studio
How to leverage Apple Silicon's unified memory for production-grade LLMs and replace your cloud billing entirely.
Jun 1
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James Cruce
The Pope Wrote a Memo to AI Developers. Most of You Missed It.
A builder's read of Magnifica Humanitas—what 'disarm AI' actually means, why 'alignment' alone isn't enough, and what to do about it in your config.
May 29
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James Cruce
Managing Anthropic Agent SDK Costs: A Post-June 15 Billing Playbook
Anthropic moves Agent SDK calls into a $100/mo credit pool on June 15. Here's the two-phase mitigation I shipped: a billing cap plus a provider router.
May 16
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James Cruce
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