A practical Python learning hub
Clear learning paths and reviewed resources for Python foundations, AI agents, automation, and production applications.
No account required · Primary sources first · Review dates shown
Core language, projects, types, tests
APIs, data, errors, deployment
Repeatable workflows with guardrails
Tools, state, evals, observability
Choose a direction
Start where your current work is blocked. Each path links concepts to projects, primary documentation, and a clear next step.
Learn the language, project structure, environments, typing, and tests that everything else depends on.
02Build typed services and real applications that connect Python logic to users and other systems.
03Turn repeatable work into reliable scripts, browser workflows, data pipelines, and scheduled jobs.
04Understand the core loop, tools, structured output, state, evaluation, and production boundaries.
Start here
Run a no-key example, inspect each boundary, and test its failure paths before choosing a larger stack.
Download a complete Python 3.12 example, run it locally, verify three failure boundaries, and see where a real model belongs.
Read the guide →result = run_agent(
Task("My API request times out"),
max_steps=3,
)
for action in result.trace:
print(action)
print(result.answer)Curated resource index
A smaller, maintained index selected from the broader FlyPython repository. Each entry explains why it matters.
The primary reference for the language, standard library, and supported Python behavior.
PythonChecked 08-2802A fast, modern workflow for Python versions, environments, dependencies, and project commands.
ToolingChecked 08-2803A clear route from typed Python functions to production-ready APIs used by apps and agents.
PythonChecked 08-2804A compact Python toolkit for agents, tools, handoffs, guardrails, tracing, and orchestration.
AI buildingChecked 08-2805Typed agent development built around validation, structured output, tools, and model portability.
AI buildingChecked 08-2806The open protocol for connecting AI applications to tools, data sources, and reusable context.
AI buildingChecked 08-28