John Medina

John Medina

Apr 22

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

#ai #webdev #saas #startup

2 min read

John Medina

Apr 16

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

#ai #webdev #saas #claude

1 min read

John Medina

Apr 16

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

#ai #claude #openai #webdev

1 min read

John Medina

Apr 15

AI Observability Bill Shock — 200% Cost Increase

#ai #webdev #saas #openai

2 min read

John Medina

Apr 9

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

#ai #webdev #openai #claude

2 min read

John Medina

Apr 8

Agent loops are eating your API budget

#ai #saas #webdev #claude

1 min read

John Medina

Apr 8

Per-customer cost attribution without a proxy

#ai #webdev #saas #llm

3 min read

John Medina

Apr 4

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

#buildinpublic #llm #monitoring #opensource

4 min read

John Medina

Apr 1

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

#llm #openai #startup #ai

1

4 min read

John Medina

Apr 1

5 Ways I Reduced My OpenAI Bill by 40%

#ai #openai #saas #webdev

2

4 min read

DEV Community

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Writing Debut

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

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

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

AI Observability Bill Shock — 200% Cost Increase

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

Agent loops are eating your API budget

Per-customer cost attribution without a proxy

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

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

5 Ways I Reduced My OpenAI Bill by 40%