The End of the All-You-Can-Eat AI: Surviving the Shift to Usage-Based Billing

The era of the “all-you-can-eat” AI seat is ending. GitHub’s announcement that Copilot is moving to token-based AI Credits on June 1 isn’t just a pricing update; it’s a structural shift in how we build and budget for agentic platforms. If you’ve been treating AI as a fixed utility cost, your budget is about to become a variable performance metric. What happened GitHub is transitioning all Copilot plans to usage-based billing. Starting June 1, 2026, the familiar per-seat monthly fee remains, but it now acts as a “credit allotment.” Every agentic interaction—repository-wide chats, autonomous coding sessions, and complex code reviews—will consume GitHub AI Credits based on token usage. ...

May 6, 2026 · 3 min · Mohit Joshi
Abstract enterprise AI workflow moving from pilot to production

Why AI Pilots Stall, and What the Teams That Deliver Do Differently

Eleven practical patterns that improve the odds of turning AI experimentation into real business value.

April 22, 2026 · 6 min · Mohit Joshi