Blog

Prompt Engineering &
LLM Cost Optimization

Practical guides on structured prompts, token efficiency, and engineering-grade prompt workflows.

Cost Optimization

How to Reduce LLM API Costs by 55–71% with Structured Prompts

Token waste is rarely in the content of your prompts — it's in their structure. Learn where the money goes and how to get it back.

May 26, 2026 8 min read
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Engineering

Prompts as Code: YAML Templates, Git Versioning, and Regression Tests

If prompts can break your product, they deserve the same engineering rigor as the code that calls them. Here's the workflow.

May 26, 2026 7 min read
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Cost Optimization

System Prompt Token Bloat: Why Your LLM Calls Cost More Than They Should

The average production system prompt contains 40–60% redundant tokens. A practical audit guide to find and remove them.

May 26, 2026 6 min read
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