vortico/flama

Flama is a high-performance Python web framework that leverages a Rust core for critical path optimization. It provides a modular architecture for building HTTP, WebSocket, and Model Context Protocol (MCP) applications, featuring built-in support for authentication, background tasks, and domain-driven design patterns. The system includes comprehensive tooling for model serialization, schema validation, and CLI management, supported by a modernized build and release infrastructure.

The project underwent a comprehensive architectural overhaul, replacing legacy components with a modular, Rust-accelerated core and a unified schema validation system. This period introduced extensive new features including declarative REST resources, background task management, and structured model loading, while simultaneously modernizing the build tooling and CI/CD workflows.

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This period focused on a comprehensive architectural overhaul, introducing a new modular routing system, a robust authentication subsystem with JWT support, and a unified DDD repository pattern. The framework expanded its capabilities to natively support Large Language Models via the Model Context Protocol and added extensive schema validation for AI providers, while simultaneously stabilizing the codebase with rigorous benchmarking and migration tools.

28 changes

vortico/flama was measured the same way every project in this corpus was: the same rubric, at a pinned commit, with the result published in full. Point the surveyor at a repository you know and see whether you agree with it.