A complete directory of the pattern library — every article and reference page, grouped by topic. For the interactive, searchable version, use the Pattern Catalog Summary (all 56 agentic patterns), and if you are new to the series, start with the reading guide.
Featured — The Agentic Series
- The Agentic AI Blueprint: From Thinking to Acting
- Agentic AI Pattern Explorer: Density, Capability Gaps & a Readiness Audit
- Agent Pattern Skills: A Catalog of 55 Agentic Architectural Patterns
- Download: 55 Agentic Pattern Skills for Multi-agent Systems
- Agentic Architectural Patterns: A Skills Portal & Simulator
- The Fractal Chain-of-Thought (FCoT) Pattern
- The Age of Emergent AI
- Grammar-Oriented Object Design: An Orchestration Paradigm for Multi-Agent Systems and Agent Swarms
Multi-Agent & Agentic Systems
- Operationalizing Level 6 Agentic Architectures via Knowledge-Governed Control Planes
- Agentic Governance Patterns
- Automated Hypothesis Validation with Agentic Sequential Falsifications
- Game theoretic solutions to Agentic AI challenges
- Enhancing Large Reasoning Models with Agentic Patterns
- Fine-tuning patterns for multi-agent architectures
- Holistic Narrative for Using Patterns in Concert in LLM-Based Composite Architectures and Multi-Agent Systems
- Micro Patterns for Multi-Agent Systems with Heterogeneous Agents from Different LLM Providers
- Pattern 5: Multi-Agent Decision-Making without a Single Orchestrator
- Composite Agent-based Systems
- Foundations of Agent-Based Systems
- Multi-Agent Systems Patterns — Details
Reasoning & Fractal Chain-of-Thought
- Definition of Fractal Chain of Thought (FCoT)
- Exploring fractal Self-awareness about information quality of llms
- Fractal Clustering : towards holistic approaches to a full life cycle machine learning discipline
- Critiqued Fan-in Pattern
Retrieval-Augmented Generation (RAG)
- Multi‑Source RAG — Ten Patterns with ADK
- patterns related to autonomous iterative retrieval models and LLM decision-making.
- Adaptive-RAG
- Composite RAG
- Composite RAG
- Retrieval Augmented Generation
Governance, Safety & Evaluation
- The Circuit Breaker
- Security Patterns
- Pattern: The Needle in a Haystack Test for LLM Evaluation
- GenAI Causality Patterns
Reference Architectures & Foundation Models
- The integration of the Population Dynamics Foundation Model (PDFM) with the concept of Deep Context offers a transformative approach to analyzing geospatial dynamics by emphasizing causality, iterative reasoning, and adaptive planning. Here’s how this integration works and how it leverages “deep context”:
- ML Gateway
- GenAI Reference Architecture Patterns
- RecurrentGemma
- Text-2-SQL
- Analysis of the Limitations of Large Concept Models (LCMs) and Recommendations for Improvement
Enterprise Strategy & Business Value
- The 2024 AI landscape
- AI-driven automation in knowledge processing workflows
- Patterns for Maximizing Business Investment in AI
- Maximizing Business Investment in AI
Machine Learning & Data Science Patterns
- Regression: Prediction of Trends
- Price Optimization
- The sentiment neuron
- Classification
- OCR text classification
- Root cause classification.
- Correspondence Routing
- classify incoming correspondences
- Deep neural architecture for component segmentation
- Dealing with Train and test data from different distributions
- Compare Algorithm Outputs to Reveal Underlying DataSet Structure
- Unraveling Layers of Unstructured Data
- Entity Resolution
- Amalgamation
- Deep context
- Pattern one:Routed ingestion
- Sub patterns and variations of data in Machine intelligence