Tag
cost-optimization
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№ 019
AI & Development
8 min read →
56x Leverage: What Claude Code’s Max Plan Actually Costs at Today’s API Rates
We've spent the past several weeks dissecting Claude Code's cache management bugs, building fixes, and documenting hidden costs. There's still one question we owe a clean answer to: what does
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№ 019
AI & Development
8 min read →
The Invisible Tax: Hidden Quota Burns and Phantom Rate Limits in Claude Code
Update (April 24, 2026): Anthropic published a post-mortem on April 23 acknowledging three issues: a reasoning effort default change (March 4–April 7), a caching bug that continuously cleared thinking on
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№ 019
AI & Development
8 min read →
The Bugs Go Deeper: Silent Context Degradation in Claude Code
In our cache investigation series, we documented how prompt cache bugs were causing 10-20x cost inflation on Max plans. We built a fetch interceptor to fix them. We thought we’d
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№ 019
AI & Development
7 min read →
How Claude Code’s Prompt Cache Actually Works — And Three Ways It Breaks
In Part 1, we showed that Claude Code sessions were burning through quota at 26-28% per turn — because the prompt cache was being rebuilt from scratch on every API
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№ 019
AI & Development
8 min read →
We Taught Our AI Agents to Take Coffee Breaks (And It Saved Us Real Money)
We Taught Our AI Agents to Take Coffee Breaks (And It Saved Us Real Money) Here's something nobody tells you about Claude Code: when you step away from your keyboard,
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№ 019
AI & Development
8 min read →
We Burned Through 100% of Our Claude Code Quota in Two Hours. Here’s What We Found.
Claude Code is, in our experience, the best AI coding tool available today. Anthropic's models are genuinely excellent — the reasoning is sharp, the context window is enormous, and when