BestHub
Sign in
Tagged articles

Agent Design Patterns

6 articles · Page 1 of 1
AI Digital Ideal
AI Digital Ideal
Oct 11, 2026 · Artificial Intelligence

Deep Dive into AI Agent Tool Use: From @tool Decorator Internals to Hand-Written Agent

This tutorial explains how AI agents use tools via Function Calling, demystifies the @tool decorator by showing how Python introspection generates OpenAI JSON schemas, provides a complete 60-line hand-written agent implementation, and outlines five golden rules for tool design including detailed docstrings, semantic parameter names, limiting tools to 20, single responsibility, and recoverable errors.

AI AgentsAgent Design PatternsFunction Calling
0 likes · 18 min read
Deep Dive into AI Agent Tool Use: From @tool Decorator Internals to Hand-Written Agent
Smart Era Software Development
Smart Era Software Development
Sep 20, 2026 · Artificial Intelligence

Why 80% of Agent Decisions Fail: Deep Dive into ADPS Perception Patterns P1–P4

The article reveals that most agent failures stem from perception flaws, not model limits, and details ADPS's four-layer perception funnel, four ingestion modes, four core design patterns (Context Triage, Semantic Compaction, Progressive Discovery, Multi-Modal Fusion), three anti-patterns, and a security warning — all grounded in production case studies from Tencent, Weibo, and game teams.

ADPSAI AgentsAgent Design Patterns
0 likes · 35 min read
Why 80% of Agent Decisions Fail: Deep Dive into ADPS Perception Patterns P1–P4
Smart Era Software Development
Smart Era Software Development
Sep 16, 2026 · Artificial Intelligence

ADPS Dual-Axis Framework: 7 Cognitive Functions × 6 Execution Topologies for Agent Design

This article introduces ADPS, a dual-axis framework for agent design patterns combining seven cognitive functions with six execution topologies, distilled from seven expert workshops across major tech companies, providing 28 production-verified patterns to guide agent engineering from perception to governance.

ADPSAI governanceAgent Design Patterns
0 likes · 23 min read
ADPS Dual-Axis Framework: 7 Cognitive Functions × 6 Execution Topologies for Agent Design
Data Party THU
Data Party THU
Jun 15, 2026 · Artificial Intelligence

Why Claude Code Uses Exactly 12 Agent Design Patterns—and How to Apply Them

The article breaks down Claude Code's twelve agent design patterns—grouped into memory, workflow, tool‑permission, and automation categories—explaining the architectural pain points each solves, when to use them, signs of over‑design, and provides concrete Python implementations and trade‑off analyses.

Agent Design PatternsClaude CodeMemory Management
0 likes · 22 min read
Why Claude Code Uses Exactly 12 Agent Design Patterns—and How to Apply Them
Smart Era Software Development
Smart Era Software Development
Jun 9, 2026 · Artificial Intelligence

How Dual Forums at Agentic AICon Shanghai Redefined AI‑Agent Integration for Real‑World Impact

The Agentic AICon Shanghai conference (June 5‑6) brought together 15 forum organizers and 69 speakers to explore AI‑for‑software‑engineering and software‑engineering‑for‑AI, launch the ADPS open‑source design‑pattern project, and deliver concrete architectural, evaluation and commercialization insights for AI agents.

ADPSAI AgentsAI for SE
0 likes · 15 min read
How Dual Forums at Agentic AICon Shanghai Redefined AI‑Agent Integration for Real‑World Impact
Smart Era Software Development
Smart Era Software Development
Jun 5, 2026 · Artificial Intelligence

Ending the Agent Industry’s Wheel‑Reinventing: ADPS Launches the First Global Agent Design Language

At Agentic AICon in Shanghai, the Agent Design Patterns Society (ADPS) unveiled a double‑axis 7×6 framework and 28 standardized design patterns that aim to replace fragmented agent engineering with a unified, reusable, and scalable architecture language for AI agents worldwide.

AI AgentsAgent Design PatternsAgentic AI
0 likes · 13 min read
Ending the Agent Industry’s Wheel‑Reinventing: ADPS Launches the First Global Agent Design Language