Inference serving framework. ThoughtWorks Radar: Adopt. 38K GitHub stars, 850K weekly downloads.
GitHub repository popularity
ThoughtWorks Technology Radar assessment
Primary framework purpose
Package manager install frequency
Community size, growth velocity, and industry usage
Integrations, plugins, and extension availability
Execution speed, latency, and resource efficiency
Model Context Protocol (MCP), introduced by Anthropic and quickly adopted by OpenAI, Google DeepMind, and Microsoft, is becoming the universal specification for agents to access external APIs, tools, and real-time data.
Code generation has become AI's first true 'killer use case' with $4 billion in spending (55% of departmental AI). 50% of developers now use AI coding tools daily, with Cursor capturing significant share from GitHub Copilot.
Google has announced TensorFlow 2.x will enter maintenance mode in Q2 2026, with new development focused on JAX and TensorFlow 3.0 architecture.
DeepSeek R1 has emerged as the leading open-source model for mathematical reasoning, outperforming many closed-source alternatives on MATH and GSM8K benchmarks.
PyTorch has surpassed 100 million weekly downloads on PyPI, cementing its position as the dominant deep learning framework for research and production deployments.