The Era of Tokenmaxxing

kept by eddie apr 27

Shopify approaches 100% daily AI tool adoption among employees, with CLI tools like Claude Code and Codex gaining share while IDE-based tools decline, though top percentile token users grow faster than the rest.

Brex’s AI Hail Mary — With CTO James Reggio - by Allen Park
Brex's CTO describes how a 10-person AI team, agentic coding adoption, and company-wide AI fluency training fueled a turnaround to $500M+ ARR.
also on #ai-adoption, Cursor, #developer-tools
How One Tech Company Created 13 New Types of Jobs Because of A.I.
Box created 13 new A.I.-related job titles and expects overall headcount to grow, not shrink, due to artificial intelligence.
also on #ai-adoption, #enterprise
The Pulse: ‘Tokenmaxxing’ as a weird new trend - The Pragmatic Engineer
At Meta, Microsoft, and Salesforce, developers are deliberately burning AI tokens to inflate usage metrics, causing massive waste and prompting Meta to remove its internal leaderboard.
also on Shopify, Meta, Cursor, #productivity, #developer-tools
You just hired a million bad employees. - by George Sivulka
AI made humans cheaper than software, but most token spend is wasted; firms need eval suites to manage token workforces as they would human employees.
also on GitHub Copilot, Meta, #enterprise, Claude Code, #productivity
Pi, Minimal and Performant
Pi's minimal coding harness improves cost and performance by using fewer tools and less context, validated by Databricks' benchmark and Shopify's extensible pi-autoresearch extension.
also on Shopify, Codex, Claude Code, #ai-coding, #productivity, #developer-tools