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Your Hook Says "Blocking Error" But the File Still Changed? PostToolUse and PreToolUse Don't Actually Block the Same Way  ·  Enabled Auto Mode and Thought You Were Safe? Permission Modes and Sandbox Boundaries Are Two Different Layers — Conflating Them Is How Things Break  ·  Messages API Adds On-Demand Compaction in Beta: Developers Decide When to Compact, Not the System  ·  Claude Cowork and Chat Officially Merge, Launching Claude Docs and Claude Slides Alongside It  ·  Why a Single "hi" Can Burn 20,000+ Tokens in Claude Code: Breaking Down the Fixed Startup Overhead  ·  How to Write Your First Custom Slash Command in Claude Code: A Working Example From Scratch
Home  ›  Contributors  ›  Adrian Koch

Adrian Koch

Researches real-world Claude API integration cases, from error handling to cost control, focusing on the details developers actually trip over in production.

Articles

practice

Your Hook Says "Blocking Error" But the File Still Changed? PostToolUse and PreToolUse Don't Actually Block the Same Way

September 28, 2026
advanced

Enabled Auto Mode and Thought You Were Safe? Permission Modes and Sandbox Boundaries Are Two Different Layers — Conflating Them Is How Things Break

September 28, 2026
news

Messages API Adds On-Demand Compaction in Beta: Developers Decide When to Compact, Not the System

September 18, 2026
advanced

Why a Single "hi" Can Burn 20,000+ Tokens in Claude Code: Breaking Down the Fixed Startup Overhead

September 05, 2026
beginners

Effort vs. Temperature in Claude: What's the Difference, and Why One of Them No Longer Works on Newer Models

September 02, 2026
practice

Claude API Bill Suddenly Higher? Check Whether You're Using Prompt Caching — and That Quietly Changed TTL

August 29, 2026
beginners

How to Set Claude's Temperature Parameter: 0 to 1, and the Hidden Constraint That Keeps Breaking Developer Tools

August 28, 2026
practice

CLAUDE.md Said So, but Claude Still Skipped It? Use Hooks to Turn a Request into a Guarantee

August 25, 2026
advanced

CLAUDE.md, Rules, Skills, Hooks, Subagents — Which One? Anthropic's Official Seven-Method Decision Framework

August 15, 2026
news

New MCP Spec Ships: Connectors No Longer Need to Maintain Session State, Claude's Directory Passes 950 Servers

August 14, 2026
beginners

A Developer's First Code Review with Claude Code: The Full Walkthrough and Common Pitfalls

August 14, 2026
news

Claude Enterprise Adds Skill and Plugin Security Scanning Before Third-Party Uploads Go Live

August 13, 2026