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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
Apollo's data: AI's financial payoff is zero for most companies — focus on integration cost...

Apollo's data: AI's financial payoff is zero for most companies — focus on integration cost...

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2 min read
Kubernetes cost optimization for startups

Kubernetes cost optimization for startups

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6 min read
Your chatbot's average call costs $0.006 — one pasted file can make it $2.03

Your chatbot's average call costs $0.006 — one pasted file can make it $2.03

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5 min read
Two fighters and vision: GPU against CPU, optimised

Two fighters and vision: GPU against CPU, optimised

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14 min read
The same prompt costs 1.64x more in Hindi than in English — one tokenizer ago it was 5.28x

The same prompt costs 1.64x more in Hindi than in English — one tokenizer ago it was 5.28x

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4 min read
Training on a rented GPU: four and a half times cheaper

Training on a rented GPU: four and a half times cheaper

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13 min read
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