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How to keep an AI free tier from bankrupting you: two ceilings and a cheap model

How to keep an AI free tier from bankrupting you: two ceilings and a cheap model

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3 min read
Your Free Lane Is Cheap Until Rework Tax Beats the Token Bill

Your Free Lane Is Cheap Until Rework Tax Beats the Token Bill

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5 min read
How to use Haiku in everyday SDD without overspending

How to use Haiku in everyday SDD without overspending

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5 min read
Tracking LLM costs per user: the schema that billing can actually trust

Tracking LLM costs per user: the schema that billing can actually trust

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3 min read
Your AWS bill has two NAT Gateway lines. Here is how to read both.

Your AWS bill has two NAT Gateway lines. Here is how to read both.

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4 min read
Claude prompt caching: the break-even math and the mistake that turns it off

Claude prompt caching: the break-even math and the mistake that turns it off

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4 min read
Why Pay for the Smartest Model Every Time?

Why Pay for the Smartest Model Every Time?

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6 min read
Spot vs Reserved GPUs: The Utilisation Number That Decides Everything

Spot vs Reserved GPUs: The Utilisation Number That Decides Everything

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4 min read
Should You Rent AI or Run Your Own?

Should You Rent AI or Run Your Own?

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6 min read
A reported $2.3 API bill doesn't tell you what the agent costs.

A reported $2.3 API bill doesn't tell you what the agent costs.

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5 min read
The managed Postgres bill nobody puts on the pricing page

The managed Postgres bill nobody puts on the pricing page

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3 min read
AWS spot instances in production: a 2026 playbook

AWS spot instances in production: a 2026 playbook

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6 min read
Free Workers Don't Ship Free Disk: Cap Artifact Retention First

Free Workers Don't Ship Free Disk: Cap Artifact Retention First

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5 min read
Ten reviews per LLM call cut the bill by 57%. A thousand per call only reaches 65%.

Ten reviews per LLM call cut the bill by 57%. A thousand per call only reaches 65%.

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5 min read
A cheap model that handles 70% of your requests can cut the bill by 65% — or raise it by 5%

A cheap model that handles 70% of your requests can cut the bill by 65% — or raise it by 5%

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5 min read
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