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John Medina

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The Hidden 43% — How Teams Are Wasting Almost Half Their LLM API Budget

The Hidden 43% — How Teams Are Wasting Almost Half Their LLM API Budget

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2 min read
The week your AI coding tier got smaller

The week your AI coding tier got smaller

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2 min read
Bun Is Porting from Zig to Rust — Here's Why That Matters If You Run LLM Workloads

Bun Is Porting from Zig to Rust — Here's Why That Matters If You Run LLM Workloads

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3 min read
27 days to the DeepSeek V4-Pro cliff: what a 4x price jump looks like in production

27 days to the DeepSeek V4-Pro cliff: what a 4x price jump looks like in production

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5 min read
You Vibe-Coded Your SaaS Landing Page — Google Can't See It

You Vibe-Coded Your SaaS Landing Page — Google Can't See It

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2 min read
GitHub Copilot's 27x Billing Trap is Closing — The Budget Guard Deadline

GitHub Copilot's 27x Billing Trap is Closing — The Budget Guard Deadline

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1 min read
Your LLM budget alerts won't save you if you can't map costs to users

Your LLM budget alerts won't save you if you can't map costs to users

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1 min read
The Hidden 43% — How Teams Waste Half Their LLM API Budget

The Hidden 43% — How Teams Waste Half Their LLM API Budget

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2 min read
Why AI Agencies are flying blind (and how to fix your LLM margins)

Why AI Agencies are flying blind (and how to fix your LLM margins)

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2 min read
Why LLM Cost Dashboards Are Not Enough — The Runtime Enforcement Gap

Why LLM Cost Dashboards Are Not Enough — The Runtime Enforcement Gap

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1 min read
LLM prices dropped 80% — but are you actually saving money?

LLM prices dropped 80% — but are you actually saving money?

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1 min read
AI Observability Bill Shock — 200% Cost Increase

AI Observability Bill Shock — 200% Cost Increase

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2 min read
Token Prices Are Dropping, So Why Is My AI Bill Going Up?

Token Prices Are Dropping, So Why Is My AI Bill Going Up?

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2 min read
Agent loops are eating your API budget

Agent loops are eating your API budget

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1 min read
Per-customer cost attribution without a proxy

Per-customer cost attribution without a proxy

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3 min read
I Got Tired of Surprise OpenAI Bills, So I Built a Dashboard to Track Them

I Got Tired of Surprise OpenAI Bills, So I Built a Dashboard to Track Them

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4 min read
The hidden cost of GPT-4o: what every SaaS founder should know about per-user LLM spend it

The hidden cost of GPT-4o: what every SaaS founder should know about per-user LLM spend it

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4 min read
5 Ways I Reduced My OpenAI Bill by 40%

5 Ways I Reduced My OpenAI Bill by 40%

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4 min read
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