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AI Engineer Programming
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AI Engineer Programming

In the AI era, defining problems is often more important than solving them; here we explore AI's contradictions, boundaries, and possibilities.

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Recent Articles

Latest from AI Engineer Programming

95 recent articles
AI Engineer Programming
AI Engineer Programming
Mar 25, 2026 · Artificial Intelligence

What Is an AI Agent? Definition, Core Capabilities, and Architecture

The article explains AI agents as autonomous systems that perceive environments, plan, use tools, iterate through action loops, and self‑reflect, contrasting them with traditional chatbots and workflows, and outlines their core abilities, memory types, tool‑use mechanisms, and single‑ versus multi‑agent architectures.

AI agentLarge Language ModelMemory
0 likes · 8 min read
What Is an AI Agent? Definition, Core Capabilities, and Architecture
AI Engineer Programming
AI Engineer Programming
Mar 24, 2026 · Artificial Intelligence

Tool Calling 2.0: Autonomous Discovery and Multi‑Agent Workflow

The article traces the evolution from early function calls to Tool Calling 2.0, explaining how Model Context Protocol standardizes tool interfaces, how Agent‑to‑Agent communication enables multi‑AI collaboration, and how Skills combine tool orchestration into autonomous workflows, while also discussing remaining challenges such as intent misinterpretation and security risks.

AI SkillsAgent CollaborationAgentic workflow
0 likes · 14 min read
Tool Calling 2.0: Autonomous Discovery and Multi‑Agent Workflow
AI Engineer Programming
AI Engineer Programming
Mar 17, 2026 · Industry Insights

When AI Skips the UI, What’s Left for SaaS?

The article analyzes how AI agents that operate directly via APIs are eroding the UI‑centric SaaS model, reshaping developer roles, collapsing seat‑based pricing, and shifting value toward infrastructure and deep‑vertical solutions while highlighting transitional friction and future opportunities.

AI agentsSaaSSoftware Architecture
0 likes · 9 min read
When AI Skips the UI, What’s Left for SaaS?
AI Engineer Programming
AI Engineer Programming
Mar 16, 2026 · Artificial Intelligence

Why “Agent Development” Misleads: Framework vs. Harness in LLM Agents

The article explains that the term “Agent development” hides a fundamental split between Agent Frameworks, which give developers building blocks to assemble their own agents, and Agent Harnesses, which provide ready‑to‑run agents, and shows how this distinction affects decisions, maintenance, and troubleshooting.

AI engineeringAgentClaude Code
0 likes · 10 min read
Why “Agent Development” Misleads: Framework vs. Harness in LLM Agents
AI Engineer Programming
AI Engineer Programming
Mar 15, 2026 · Artificial Intelligence

What Is Pi? A Minimalist Next‑Gen AI Agent Architecture

Pi is a lightweight, terminal‑based AI coding agent that focuses on a minimal set of core capabilities—read, edit, bash, and multi‑model support—while exposing a tree‑structured conversation history and an extensible TypeScript plugin system, contrasting sharply with feature‑heavy competitors.

AI agentOpenClawTerminal
0 likes · 8 min read
What Is Pi? A Minimalist Next‑Gen AI Agent Architecture
AI Engineer Programming
AI Engineer Programming
Mar 13, 2026 · Artificial Intelligence

Big Model vs. Big Harness: Who Really Powers AI Agents?

The article examines whether the success of AI agents stems from ever‑stronger large language models or from the surrounding harness—context management, tool orchestration, and reliability engineering—by comparing viewpoints, empirical evaluations, and practical guidance for developers.

AI agentLLMModel Scaling
0 likes · 11 min read
Big Model vs. Big Harness: Who Really Powers AI Agents?
AI Engineer Programming
AI Engineer Programming
Mar 12, 2026 · Artificial Intelligence

Agent Skills Complete Guide: What They Are, Where to Find Them, and How to Build Your Own

This guide explains the SKILL.md open standard, its four core characteristics, directory layout, gating and lifecycle controls, testing with the Evals framework, market adoption stats, and future self‑evolving agent capabilities, providing step‑by‑step instructions for creating, installing, and iterating Skills across multiple AI platforms.

AI AutomationAgent SkillsOpenClaw
0 likes · 17 min read
Agent Skills Complete Guide: What They Are, Where to Find Them, and How to Build Your Own