AIwave
Tutorials and tools for building with Claude, MCP, and the AI agent stack.
Companion writing for the YouTube channel.
Recent posts
Claude Code's 33k Token Overhead: What's Eating Your Budget
Claude Code spends 33k tokens on scaffolding before reading your prompt. Here's where it goes, how to measure it, and three practical ways to cut the cost.
Claude's Hidden Concept Space: What It Means for Builders
Anthropic's Jacobian lens shows Claude plans ahead, thinks in a language-agnostic concept space, and can fabricate reasoning. What it means for your prompts.
Project Glasswing Expanded: What It Means for Your Agent Prompts
Anthropic expanded Project Glasswing to ~150 orgs across 15+ countries. Here's what their stated threat model tells you about hardening your Claude agent system prompts.
Build the Eval Stack That Survives Production with Claude
Claude writes the code—you write the assertions. Build a three-layer eval stack: Claude-generated property tests, human invariant checks, and a CLAUDE.md CI gate.
Claude Code Dynamic Workflows: How to Actually Drive Them
Dynamic Workflows let Claude Code fan work out across parallel subagents. Here's what they actually are, how to turn them on, and how to drive a branching one.