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Part 1 of Coding Is Conversation. Pick AI coding tools by surface and usage multipliers ($20 / $60–$100 / $200)—not by model brand names alone.
A beginner-friendly technical read on GPT-5.6 Ultra subagents, MCP vs A2A, and PapaCoder agent-team architecture.
GitHub made agent skills and MCP generally available for Copilot code review on 29 Jul 2026. Learn what changed, why skills beat a monolithic prompt, and how this maps to specialized agent teams.
Conductor Cloud (July 30, 2026) moves coding agents to persistent microVM workspaces with multiplayer prompts and a new REST API — a vendor-neutral orchestration layer compared to local worktrees and Cursor Cloud Agents.