A Field Guide to Real‑World Agentic AI Patterns

Read Articleadded Jan 4, 2026
A Field Guide to Real‑World Agentic AI Patterns

A community-curated catalogue of agentic AI patterns aggregates practical, repeatable techniques for building reliable autonomous agents. It sets clear inclusion criteria, organizes patterns across key system dimensions, and auto-generates listings from contributed pattern files. Contributors can easily add new patterns via a template and PR under an Apache-2.0 license.

Key Points

  • Purpose: curate proven, real-world agentic AI patterns to help teams ship reliable agents beyond toy demos.
  • Inclusion criteria: patterns must be repeatable, agent-centric, and traceable to public references.
  • Organization: extensive, category-based index spanning orchestration, memory, feedback, learning, reliability, safety, tooling, and UX.
  • Maintenance: pattern lists auto-generate from the patterns/ folder; contributing is a simple fork–add–PR workflow using a template.
  • Open, practical ethos: Apache-2.0 licensed, community-updatable, and inspired by hands-on industry lessons.

Sentiment

The overall sentiment of the discussion is positive, albeit based on a single comment. The sole contributor expresses approval and appreciation for the presented 'Agentic Patterns' list.

In Agreement

  • The list of agentic AI patterns is liked and appreciated.
  • The repository is perceived as a valuable resource for practitioners.
A Field Guide to Real‑World Agentic AI Patterns