Gemini 3.6 Flash Targets the Hidden Cost of Agent Reasoning
Google’s new Flash models split demanding reasoning from high-volume background work, making completed-task economics the metric that matters.
Share
Posts by tag
Tokens
5 posts
The Token Budget Is More Flexible Than the Team
Companies can reduce AI costs through caching, model routing and better measurement instead of sacrificing the people needed to turn model output into value.
Share
Walmart’s AI Token Limits Put Workflow Economics Ahead of Usage
Code Puppy allowances show why enterprises must measure business outcomes instead of rewarding raw AI consumption.
Share
GitHub Copilot’s Token Billing Forces Developers to Measure AI ROI
Copilot’s new credit model exposes the cost of code review, long context and agentic workflows beyond the seat price.
Share
GitHub Copilot Moves From Requests to Per-Token AI Credits
Copilot's June pricing change exposes the variable cost of long context, frontier models and agent workflows while keeping basic completions free.
Share