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#costoptimization

Practical strategies and stories about reducing cloud infrastructure costs.

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AWS Config Costs Were Too High—I Cut Them in Half With One Configuration Change

AWS Config Costs Were Too High—I Cut Them in Half With One Configuration Change

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1 min read
Implementing Capacity Providers in ECS on EC2 for Fully Automated Batch Processing Scaling

Implementing Capacity Providers in ECS on EC2 for Fully Automated Batch Processing Scaling

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3 min read
How to Cut AI Agent Infrastructure Costs in 2026

How to Cut AI Agent Infrastructure Costs in 2026

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9 min read
The real cost of AI inference is not the token price

The real cost of AI inference is not the token price

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2 min read
Model Cascading in Practice: Let a Cheap LLM Handle 80% of Requests and Escalate Only When It's Unsure

Model Cascading in Practice: Let a Cheap LLM Handle 80% of Requests and Escalate Only When It's Unsure

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8 min read
Budget Tokens Per Resolved Task, Not Per Seat

Budget Tokens Per Resolved Task, Not Per Seat

BERJAYA 1
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2 min read
AI Cost Optimization Checklist 2026: 15 Steps to Lower Your API Bill

AI Cost Optimization Checklist 2026: 15 Steps to Lower Your API Bill

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9 min read
5 Ways an AI Chatbot API Minimizes Repetitive Token Cost in Python (for Moderation)

5 Ways an AI Chatbot API Minimizes Repetitive Token Cost in Python (for Moderation)

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7 min read
Your AI agent doesn't need a frontier model. It needs a smaller one.

Your AI agent doesn't need a frontier model. It needs a smaller one.

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4 min read
อ่านบิล AWS ด้วย Usage Type: 6 บรรทัดที่รั่วเงียบๆ ที่ Cost Explorer ระดับ Service ไม่ยอมบอก

อ่านบิล AWS ด้วย Usage Type: 6 บรรทัดที่รั่วเงียบๆ ที่ Cost Explorer ระดับ Service ไม่ยอมบอก

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2 min read
7 Ways Token Count Impacts LLM API Cost in Fintech Candidate Scoring

7 Ways Token Count Impacts LLM API Cost in Fintech Candidate Scoring

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7 min read
Cutting Agent Token Costs in .NET: Tool Search, Output Gating and What the Numbers Really Say

Cutting Agent Token Costs in .NET: Tool Search, Output Gating and What the Numbers Really Say

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25 min read
Five Ways to See LLM Chatbot Token Costs: Tenant-Aware Sales CRM Operations

Five Ways to See LLM Chatbot Token Costs: Tenant-Aware Sales CRM Operations

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7 min read
Retry Amplification Is What Actually Burns Your Free Token Budget

Retry Amplification Is What Actually Burns Your Free Token Budget

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6 min read
Property Support Chatbot Costs — A Token Budgeting Method for Production Triage

Property Support Chatbot Costs — A Token Budgeting Method for Production Triage

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4 min read
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