Articles by Grizzly Peak Software

How Do You Know Your AI Feature Works? A Practical Guide to Evals
AI Development
How Do You Know Your AI Feature Works? A Practical Guide to Evals

You can build an agent in 100 lines. Proving it still works after you change the prompt is the part nobody writes about — and the reason most demos never ship. Here's how to build a real eval suite in an afternoon, starting with a JSON file.

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The Per-Token Price Is the Most Useless Number on the Pricing Page
AI Development
The Per-Token Price Is the Most Useless Number on the Pricing Page

Your real LLM bill is a multiple of the per-token price you compared. The five hidden costs that decide it, and the one number worth measuring.

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Stop Prompting Your AI. Start Engineering Loops.
AI Development
Stop Prompting Your AI. Start Engineering Loops.

The bottleneck isn't the model anymore. It's your attention. Why I stopped prompting AI agents and started engineering loops that run without me.

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Claude Code Meetup Anchorage: Key Takeaways from Alaska's First AI Developer Gathering
AI Development
Claude Code Meetup Anchorage: Key Takeaways from Alaska's First AI Developer Gathering

Highlights from Alaska's Claude Code Meetup-covering sub-agent workflows, the skills vs. sub-agents debate, CLI tips, and insights from Anthropic's developer relations team.

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