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What is Pi Agent?

Pi is an efficient terminal coding environment that is built to integrate effortlessly with developers' workflows, allowing them to work naturally rather than having to adapt to its framework. It features solid default configurations while remaining lightweight and offering a wide range of customization possibilities, enabling users to expand Pi through various extensions, skills, prompt templates, themes, and shareable packages from npm or git. When teams need particular commands, tools, providers, workflows, or UI changes, they can easily direct Pi to create these elements, make real-time modifications, refresh, and resume their tasks without any delays. Pi's flexibility is evident in its support for various modes including interactive, print/JSON, RPC, and SDK, allowing it to serve as a full-fledged terminal UI, a programmable command interface, a JSON event stream, or a readily embeddable agent. Additionally, it is compatible with over 15 providers and a multitude of models, such as Anthropic, OpenAI, Google, Azure, Bedrock, Mistral, Groq, Cerebras, xAI, Hugging Face, Kimi For Coding, MiniMax, OpenRouter, Ollama, and more, enabling seamless mid-session model switching that enhances both flexibility and user satisfaction. This versatility makes Pi an essential resource for developers aiming to customize their coding environment precisely according to their preferences and requirements, ultimately fostering a more productive and enjoyable programming experience.

What is CodeTrain?

CodeTrain is an educational platform specifically designed for engineers working on AI shipping projects, particularly when they struggle to express every feature they have implemented. It converts a question, repository, or onboarding task into succinct lessons made up of two to six actionable steps based on real code, encouraging learners to actively participate by typing out each line. While the tutor is tasked with crafting the steps and executing the code, they also provide feedback on every attempt and offer additional breakdowns of the steps when learners face challenges, rather than merely giving answers, which enhances the overall comprehension of the material. The free tier enables Python execution directly in the browser using Pyodide, ensuring that user data remains secure and untransferred, which makes it highly economical to run. For more intricate tasks, server-side sandboxes are used to handle shell and toolchain lessons efficiently. The underlying infrastructure relies on FastAPI hosted on Fly.io for the control plane, while a static front-end is deployed on Cloudflare Pages, with authentication managed by Clerk and billing handled through Stripe. Tutoring capabilities are primarily powered by Claude models, yet the platform also supports custom keys for Anthropic, Bedrock, Vertex, OpenAI-compatible endpoints, and Ollama, enabling teams to utilize their existing infrastructures for inference. This adaptability guarantees that organizations can fine-tune their educational tools while retaining authority over their resources, ultimately promoting a more effective learning environment. Overall, CodeTrain stands out as a versatile solution that empowers learners and educators alike in the realm of AI development.