What It Actually Takes to Understand Your AI Agent’s Token Bill
Debugging AI agent token costs is harder than it looks — especially with third-party plugins. Here’s what real analysis reveals.
Technical
How-tos, deep dives, tutorials
Prompt Injection: The Security Vulnerability Every AI Builder Needs to Understand
Prompt injection is ranked LLM01 by OWASP. Learn how the attack works, why delimiters aren’t enough, and the layered defenses that actually hold up in production.
Beyond Average Confidence: 7 Layers of AI Monitoring That Actually Matter
Average confidence scores mislead. Learn 7 layers of AI monitoring—from calibration curves to drift detection—that separate production systems from demos.
Vibe Coding Large Systems: Why Flow Alone Will Wreck You
Vibe coding is fast and fun on toy projects. On large systems it silently accumulates debt. Here’s how to keep the flow without losing the rails.
Debug the Prompt, Not the Output: 5 Pre-Send Checks for Better AI Drafts
Stop editing AI output. Start editing your prompts. Five pre-send checks that catch broken prompts before they cost you twenty minutes of cleanup.
The Hidden Cost of AI: A Practical Guide to Token Optimization
Learn practical strategies to reduce AI token usage and costs across development, daily workflows, and production APIs without sacrificing quality.
The Hidden Cost of Inline Code in Claude Code Command Files
Inline Python in Claude Code command files bloats token usage and hurts maintainability. Learn how to fix it with a proper CLI layer.
Configuring Claude Code Permissions: A Practical Guide to Balancing Speed and Safety
Learn how to configure Claude Code’s permission system with settings.json. A practical breakdown of which commands to auto-approve, what to keep gated, and the trade-offs involved.