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Agent development

18 articles · Page 1 of 1
SpringMeng
SpringMeng
Jun 11, 2026 · Artificial Intelligence

From Zero to Agent: My 2‑Month AI Project with Full Open‑Source Learning Roadmap

The article provides a step‑by‑step learning roadmap for beginners to master AI and Agent development, covering essential programming foundations, model APIs, prompt engineering, tool calling, RAG, multi‑stage project builds, evaluation, logging, security, and deployment, with concrete examples and open‑source resources.

AIAgent developmentBackend Development
0 likes · 24 min read
From Zero to Agent: My 2‑Month AI Project with Full Open‑Source Learning Roadmap
Fun with Large Models
Fun with Large Models
Jun 9, 2026 · Artificial Intelligence

Master AI Agents: 6 Essential GitHub Projects to Learn From

The article outlines a progressive learning path for AI agents, recommending six GitHub projects—from a beginner-friendly tutorial to production‑grade frameworks—detailing each project's purpose, difficulty, key takeaways, and suitable audience, helping programmers transition from users to builders.

AI agentsAgent developmentGitHub
0 likes · 15 min read
Master AI Agents: 6 Essential GitHub Projects to Learn From
AI Waka
AI Waka
Apr 26, 2026 · Artificial Intelligence

Can Your AI Agent Write New Instructions? Exploring Google ADK’s New Skills Feature

The article examines how Google’s Agent Development Kit (ADK) tackles the context‑window bottleneck by introducing a three‑layer Skills architecture that lets agents load domain‑specific knowledge on demand, compares implementation modes, provides a step‑by‑step weather‑skill example, and contrasts ADK with OpenAI’s Agent SDK.

AI agentsAgent developmentGoogle ADK
0 likes · 18 min read
Can Your AI Agent Write New Instructions? Exploring Google ADK’s New Skills Feature
AI Engineer Programming
AI Engineer Programming
Apr 23, 2026 · Artificial Intelligence

From Zero to One: A Roadmap for Building Trustworthy AI Agent Evaluations

The article outlines why rigorous, automated evaluation is essential for AI agents, defines core concepts such as tasks, trials, graders, and frameworks, compares code‑based, model‑based and human graders, and presents an eight‑step roadmap—from early testing to open‑source maintenance—to create reliable, scalable agent assessments.

AI agentsAgent developmentBenchmarking
0 likes · 22 min read
From Zero to One: A Roadmap for Building Trustworthy AI Agent Evaluations
Architect's Ambition
Architect's Ambition
Apr 20, 2026 · Artificial Intelligence

How to Turn GitHub‑Trending AI Skills into Real‑World Agents with Knowledge Distillation

The article explains why generic AI is insufficient, defines a Skill as the minimal unit of specialized AI, and details a three‑layer knowledge‑distillation methodology—knowledge, logic, style—to build practical person‑ and book‑based AI Skills, illustrated with a complete Wang Yangming Skill implementation and common pitfalls.

AI SkillAgent developmentPrompt engineering
0 likes · 12 min read
How to Turn GitHub‑Trending AI Skills into Real‑World Agents with Knowledge Distillation
Top Architecture Tech Stack
Top Architecture Tech Stack
Apr 10, 2026 · Artificial Intelligence

How Claude Managed Agents Slash Agent Development Costs by 500×

Claude Managed Agents, Anthropic's new hosted execution layer, eliminates the infrastructure headaches of building AI agents by providing sandboxing, state persistence, error recovery, and orchestration, enabling developers to create complex, long‑running agents with dramatically lower cost and effort.

AI InfrastructureAgent developmentAnthropic
0 likes · 12 min read
How Claude Managed Agents Slash Agent Development Costs by 500×
AgentGuide
AgentGuide
Mar 27, 2026 · Artificial Intelligence

What Are Skills in LLM Agents? How They Work and When to Use Them

The article defines Skills as structured local folders that encapsulate domain‑specific processes, knowledge, and tools for large language models, contrasts them with temporary Prompts, outlines suitable use cases, details their components, and explains their on‑demand loading mechanism that saves tokens.

Agent developmentLarge Language ModelOn-demand Loading
0 likes · 4 min read
What Are Skills in LLM Agents? How They Work and When to Use Them
TonyBai
TonyBai
Mar 23, 2026 · Artificial Intelligence

Why Go Beats Rust for LLM Agents, Despite OpenAI’s Praise for Rust

The article compares Rust and Go for building autonomous agents and LLM‑generated code, showing how Go’s simple, uniform syntax and mandatory formatting make it more reliable for LLMs, while Rust’s strict compiler can be bypassed with unsafe tricks, prompting developers to favor Go.

AIAgent developmentGo
0 likes · 8 min read
Why Go Beats Rust for LLM Agents, Despite OpenAI’s Praise for Rust
TonyBai
TonyBai
Jan 31, 2026 · Artificial Intelligence

Why TypeScript Dominates AI Agent Development While Rust Lags Behind

Analyzing GitHub trending data, the article shows TypeScript/JavaScript powers about 75% of top AI Agent projects, while Rust accounts for less than 2%, and explains that JSON friendliness, development velocity, and ecosystem fit make TS the preferred language for building flexible, full‑stack agents.

AI agentsAgent developmentGo
0 likes · 11 min read
Why TypeScript Dominates AI Agent Development While Rust Lags Behind
Tech Minimalism
Tech Minimalism
Dec 25, 2025 · Artificial Intelligence

Master Claude Skills from Scratch: A Clear, Step‑by‑Step Guide

This article explains how Claude Skills turn Claude into a domain‑specific assistant by packaging expertise, workflows, and resources into reusable modules, and walks readers through the design principles, progressive‑disclosure architecture, six‑step creation process, advanced patterns, deployment tips, and a full FAQ.

AIAgent developmentAutomation
0 likes · 22 min read
Master Claude Skills from Scratch: A Clear, Step‑by‑Step Guide
Fun with Large Models
Fun with Large Models
Nov 27, 2025 · Artificial Intelligence

Mastering Coze Knowledge Base: A Step‑by‑Step Low‑Code Agent Guide

This article provides a comprehensive, hands‑on guide to Coze's knowledge base, covering its core concepts, key features, practical use‑case scenarios, detailed creation steps, configuration options, prompt design, testing methods, and a comparison with variables, memory, and databases.

Agent developmentCozeKnowledge Base
0 likes · 15 min read
Mastering Coze Knowledge Base: A Step‑by‑Step Low‑Code Agent Guide
Alibaba Cloud Native
Alibaba Cloud Native
Oct 10, 2025 · Artificial Intelligence

How AI Gateways Are Evolving: From Simple Routing to Intelligent Multi‑Model Orchestration

Since 2024, AI gateways have shifted from static rule‑based routers to flexible platforms that support multi‑model traffic scheduling, smart routing, agent and MCP service management, and AI governance, driven by new tools like Tinker, OpenAI's Apps SDK, and emerging video generation technologies.

AI toolsAgent developmentMulti-Model Routing
0 likes · 12 min read
How AI Gateways Are Evolving: From Simple Routing to Intelligent Multi‑Model Orchestration
21CTO
21CTO
Aug 21, 2025 · Artificial Intelligence

Why Most AI Agent Projects Fail and How to Benchmark Their Capabilities

The article analyzes why AI agent initiatives often flop compared to traditional software, explains the fundamental differences in development approaches, and introduces a three‑step Agent Capability Benchmark Testing framework with concrete evaluation criteria and a practical weekly‑report agent example.

AI agentsAgent developmentLLM
0 likes · 12 min read
Why Most AI Agent Projects Fail and How to Benchmark Their Capabilities
Fun with Large Models
Fun with Large Models
Mar 30, 2025 · Artificial Intelligence

DeepSeek‑V3‑0324 Review: Why This New Chinese LLM Beats the Competition for Agent Development

The article provides a comprehensive evaluation of DeepSeek‑V3‑0324, highlighting its superior inference, coding, and long‑text abilities, benchmark rankings that place it near GPT‑4.5, extensive code‑generation tests, and advanced Function Calling features that make it the preferred model for building AI agents.

Agent developmentDeepSeekcode generation
0 likes · 8 min read
DeepSeek‑V3‑0324 Review: Why This New Chinese LLM Beats the Competition for Agent Development
AI Large Model Application Practice
AI Large Model Application Practice
Mar 18, 2025 · Artificial Intelligence

Master OpenAI’s New Agents SDK: 10 Core Concepts with a Complete Example

This guide walks you through OpenAI's open‑source Agents SDK, explaining ten essential concepts—from model configuration and agent creation to runners, tools, context handling, guardrails, handoffs, structured output, tracing, and orchestration—while providing runnable Python code and visual demos.

Agent developmentGuardrailsLLM
0 likes · 17 min read
Master OpenAI’s New Agents SDK: 10 Core Concepts with a Complete Example
Baidu Geek Talk
Baidu Geek Talk
Oct 28, 2024 · Artificial Intelligence

Baidu Intelligent Cloud Qianfan AppBuilder: Enterprise-Level Large Model Application Development Platform

Baidu Intelligent Cloud’s Qianfan AppBuilder 3.0 offers an enterprise‑grade platform that simplifies large‑model application development by providing high‑accuracy RAG, robust agent scheduling, extensive integration, secure private‑or‑hybrid deployment, and a guided methodology, enabling industries to transform processes, add AI copilots, and create novel capabilities.

AI integrationAgent developmentBaidu Intelligent Cloud
0 likes · 12 min read
Baidu Intelligent Cloud Qianfan AppBuilder: Enterprise-Level Large Model Application Development Platform