Coding Copilot — Canonical Workflow

What this reference supports

A coding copilot streams completions, refactors, and explanations directly inside the developer's IDE, pairing a code-tuned model with repo-aware retrieval and aggressive caching to hit sub-second time-to-first-token at editor scale, keeping the developer in flow rather than waiting on a spinner.

Use this page to check which code-capable models and IDE integrations are compatible with your stack, which serverless-api or edge-runtime deployment fits your latency budget, and which coding benchmarks such as HumanEval are relevant evidence — while remembering those benchmarks test isolated problems, not full repository context, multi-file refactors, or your team's specific style and dependency conventions.

Workflow fit is provisional decision support, not a guarantee of code quality or security. Evaluate candidate models on your own codebase, including edge cases, legacy patterns, dependency-aware refactors, and existing code-review workflows, before relying on generated code in production, and keep a human reviewer in the loop for security-sensitive changes and public-facing APIs.