GPT-6 Astra and Gemini 3.8 Flash in Copilot: assess before scaling up
Two models are arriving in Copilot. Build a comparable protocol to measure code quality, rework and the cost of a validated change.
Topic
Two models are arriving in Copilot. Build a comparable protocol to measure code quality, rework and the cost of a validated change.
The new official LSP server includes routes, services, Twig, Messenger, and Doctrine. An important advancement, to be tested with the same requirements as a tool running the application locally.
Technical debt is not an abstract stock of bad code. It is a set of choices that slow down, weaken, or increase the cost of future developments.