Tag: Tag:agents

All the articles with the tag "agents".

• Building Agentic AI Systems - Part 7 - Putting It All Together

  16 Dec, 2025

  Part 7 - Complete implementation examples including basic agents, structured output extractors, and custom middleware. Summarizes best practices and key design decisions.

• Building Agentic AI Systems - Part 6 - Building Tools

  15 Dec, 2025

  Part 6 - Guide to creating type-safe tools with JSON Schema validation. Covers the Tool trait, ToolInput/ToolResult patterns, and ToolRegistry for runtime dispatch.

• Building Agentic AI Systems - Part 5 - Middleware Pipeline

  15 Dec, 2025

  Part 5 - Shows how to add logging, metrics, rate limiting, and other cross-cutting concerns without polluting core logic. Covers the onion execution model and all available hooks.

• Building Agentic AI Systems - Part 4 - The Stepper Pattern

  13 Dec, 2025

  Part 4 - Compares two reasoning strategies - ReactStepper (text-based THOUGHT/ACTION/OBSERVATION parsing) and FunctionCallingStepper (native LLM tool calling). Includes implementation details and selection guidance.

• Building Agentic AI Systems - Part 3 - Context Management

  13 Dec, 2025

  Part 3 - Deep dive into the dual-context pattern - AgentContext for clean user-facing conversations and ExecutionContext for full internal reasoning traces. Explains why this separation matters for debugging and UX.

• Building Agentic AI Systems - Part 2 - Core Architecture

  12 Dec, 2025

  Part 1 - Introduction to Agentic Agents - Explains what makes agentic agents different from traditional RAG systems. Covers the four key behaviors (reason, decide, iterate, adapt) and provides guidance on when to use each approach.

• Building Agentic AI Systems - Part 1 - Introduction to Agentic Agents

  11 Dec, 2025

  Part 1 - Introduction to Agentic Agents - Explains what makes agentic agents different from traditional RAG systems. Covers the four key behaviors (reason, decide, iterate, adapt) and provides guidance on when to use each approach.