Qwen 3 Omni Flash

Coder Flash maps specs to working code with an edit-review workflow. It proposes scoped changes as unified diffs, explains design choices, and runs linters or test runners via function calls to verify fixes. The model tracks cross-file dependencies, follows formatting rules, and streams tokens for responsive editing. Outputs are deterministic and schema-true, which makes CI integration and automated refactors straightforward while keeping latency practical.