Mar 21, 2026 AI coding agent token consumption AI code assistant cost input vs output tokensYour AI Coding Agent Reads 166 Tokens for Every 1 It Writes. Here's Why That's a Problem.For every 1 token your AI writes, it reads 166. That 165:1 ratio explains why AI coding is expensive, slow, and hitting limits constantly. Here's the data.
Mar 3, 2026 Claude Pro usage limit AI token consumption context windowWhy Your $20/Month Claude Pro Plan Runs Out in 3 Prompts (And What's Actually Eating Your Tokens)Your Claude Pro subscription burns through its 5-hour session limit in minutes. Here's the technical reason: your AI agent wastes 70% of your tokens reading files instead of answering your question.
