The  LGTM
  • Home
  • Agentic Coding
  • Claude Code
  • Codex
Sign in Subscribe

copilot AI credits

A collection of 3 posts
Copilot CLI Adds the Observability Layer Agentic Coding Needed
codex

Copilot CLI Adds the Observability Layer Agentic Coding Needed

GitHub Copilot CLI’s June 22 prereleases are easy to miss because the bullets do not look like a launch. No new magic model. No cinematic “agent builds an app” demo. Just per-model token totals, compaction telemetry, corrected OpenTelemetry attributes, proxy settings, safer shell prompts, inline images, and better remote-host
22 Jun 2026 6 min read
MAI-Code-1-Flash Is Copilot’s Small-Model Bet on Coding-Agent Economics
codex

MAI-Code-1-Flash Is Copilot’s Small-Model Bet on Coding-Agent Economics

MAI-Code-1-Flash expanding across Copilot is being framed as a model availability update. That is technically true and strategically incomplete. The real product is not the model; it is the router deciding when a small coding model is good enough that GitHub does not need to spend a frontier model on
18 Jun 2026 5 min read
Copilot’s Token-Efficiency Post Admits the New Bottleneck: Agent Cost Is Runtime Behavior
codex

Copilot’s Token-Efficiency Post Admits the New Bottleneck: Agent Cost Is Runtime Behavior

GitHub’s new token-efficiency post is framed as a helpful guide to making Copilot credits go further. Read more closely and it is something more useful: an admission that agent cost is now a runtime behavior problem. The bill is not determined only by which model you picked. It is
17 Jun 2026 5 min read
Page 1 of 1
The LGTM © 2026
  • Sign up
Powered by Ghost