Tutorials GPT-5.6 Sol: Max Effort and Ultra Subagents in Python
Use GPT-5.6 Sol's new max reasoning effort and ultra subagents via the Responses API.
How-to content for builders, indie hackers, and AI engineers. Less theory, more shipped code.
Tutorials Use GPT-5.6 Sol's new max reasoning effort and ultra subagents via the Responses API.
Tutorials Embed Copilot's agent runtime and route work to scoped sub-agents, with runnable Python.
Tutorials A runnable Python governor that caps LLM spend per user and auto-downgrades models.
Tutorials Build a browser-control agent with Gemini 3.5 Flash's new computer_use tool and Playwright.
Tutorials Surface, stream, and log Gemini 2.5 Pro Deep Think's reasoning chain with thought summaries.
Tutorials Enable Claude Code's experimental Agent Teams: peer messaging and a self-claiming shared task list.
Tutorials Cut MCP agent context up to 99% by exposing tools as a code API the model calls in code.
Tutorials Port your MCP server to the stateless 2026-07-28 spec using the explicit-handle pattern.
Tutorials Build a skill-manifest registry so an AI agent wields dozens of skills without context bloat.
Tutorials Build a frugal tool-calling coding agent on NVIDIA's open Nemotron 3 Nano via OpenRouter in Python.
Tutorials Build agents with typed deps, validated output, and offline tests using Pydantic AI.
Tutorials AutoJack turned a local MCP server into RCE. Harden yours with origin checks, auth, and allowlists.