Practical Guide to Building AI Agents: Orchestration, Memory and Tools

Paweł Huryn shares a practical agent-building series covering orchestration (explicit workflow mapping, often just a manager), memory (short-term and long-term options, sometimes a simple .md file suffices), and tool integration including MCP servers.

2026-09-09 ~ 2026-09-09 · 3 related posts

• Agent-building steps 3 & 4: turn fixed procedures into tools for determinism; .md files often enough for memory — PawelHuryn · 2026-09-09
• Agent orchestration tips: a manager or simple sequence beats complex topologies — PawelHuryn · 2026-09-09
• Agent-building steps 5 & 4: orchestrate with a manager, skip topology research; .md files often suffice for memory — PawelHuryn · 2026-09-09