Mastering AI Agents: A Practical Guide to Building Effective Workflows and Tools

This comprehensive guide explains when to use AI agents, presents core design patterns such as prompt chains, routing, parallelization, orchestrator‑worker and eval‑optimize loops, and offers concrete implementation advice and tool‑prompt engineering techniques for building reliable, high‑quality agent systems.

LLMPrompt engineeringtool engineering

0 likes · 24 min read

Mastering AI Agents: A Practical Guide to Building Effective Workflows and Tools

37 Interactive Technology Team

May 9, 2025 · Backend Development

Engineering an MCP (Model Context Protocol) Tool for Cursor AI: Step-by-Step Guide

This guide walks developers through creating a reusable MCP (Model Context Protocol) tool for Cursor AI—encapsulating the SDK, configuring files, implementing PSD‑slicing logic, defining JSON schemas, adding utilities and build scripts, and deploying it as a command‑type server while avoiding common integration pitfalls.

Cursor AILLM integrationMCP

0 likes · 7 min read

Engineering an MCP (Model Context Protocol) Tool for Cursor AI: Step-by-Step Guide

Tencent Technical Engineering

Apr 25, 2025 · Artificial Intelligence

Practical Guide to Building Effective AI Agents and Workflows

Fred’s practical guide expands Anthropic’s “Build effective agents” by offering a technical selection framework, clear definitions of agents versus workflows, a suite of reusable design patterns such as prompt‑chain routing and orchestrator‑worker loops, real‑world case studies, and concrete implementation tips that emphasize simplicity, transparency, and effective tool‑prompt engineering.

AI agentsAgent DesignLLM workflows

0 likes · 25 min read

Practical Guide to Building Effective AI Agents and Workflows

FunTester

Jul 15, 2022 · Industry Insights

From Manual Testing to Test Development: Building a Real‑World Test Data Tool

This article traces the evolution of the software testing profession, shares the author’s personal career path from functional testing to test development, and provides a step‑by‑step guide—including architecture, code samples, and deployment—for creating a Python‑based API test data service and a Vue.js web UI to showcase it.

API developmentPythonSoftware Testing

0 likes · 20 min read

From Manual Testing to Test Development: Building a Real‑World Test Data Tool