How to Build Autonomous Coding Agents with OpenAI o3-mini and Tool Calling
Step-by-step tutorial on constructing self-correcting coding agents using o3-mini reasoning loops and tool execution.
6 articles — updated daily
Step-by-step tutorial on constructing self-correcting coding agents using o3-mini reasoning loops and tool execution.

A practical workflow for inspecting, testing, and debugging MCP servers from protocol exchange to downstream side effects.

An implementation guide to MCP client connection management, tool discovery, model mapping, routing, result handling, and observability.

A step-by-step Python tutorial for building, running, testing, and hardening a small MCP server with a typed tool.

A practical, production-oriented explanation of sandboxed agent execution, with examples, boundaries, trade-offs, and failure handling patterns.

Build a genuine AI task agent in plain Python with tool calling, observations, state, guardrails, logging, error handling, and tests.