The Engineering Blog

Insights, tutorials, and best practices on saving LLM tokens, prompt optimization, and AI context management.

June 23, 2026

Your AI Agent is Leaking Your Secrets. You Just Don't See It.

We installed TrimPrompt on Cursor, VS Code, and Antigravity IDE. See how the local proxy intercepts commands, redacts secrets, and cuts API bills by up to 80% automatically.

Read Article → June 18, 2026

How to Save Up To 80% on LLM API Costs

A comprehensive guide to drastically cutting your OpenAI and Anthropic API bills by shrinking your context windows efficiently.

Read Article → June 15, 2026

Top 5 Prompt Engineering Tips for Coding Assistants

Stop sending useless data. Learn how minification, tree-shaking, and targeted diffs make the AI code better.

Read Article → June 10, 2026

Why Noise Ruins LLM Output: The Context Secret

Sending whole files leads to hallucinations. Discover why clean context is the key to accurate and fast AI coding responses.

Read Article →