#AI Agent
1122 related articles
AI Agent Memory Optimization in Practice: Moving Beyond Context Window Stuffing
How should you design an efficient memory system for AI Agents? A developer shares their journey from context stuffing to persistent memory layers, comparing vector RAG, graph-based, and metadata filtering approaches to cut Token costs and boost speed.
Security Testing for AI Payment Agents: Attack Surfaces Uncovered by AgentPaySec
Developer builds AgentPaySec to adversarially test AI payment agents across 16 scenarios — 5 breached. A breakdown of prompt injection, tool misuse, and 6 key attack surfaces.
AI Capability Jumps Are Shocking Organizations: A Warning from an OpenAI Engineer
An OpenAI Agent safety engineer warns that sudden leaps in AI capabilities — from cyberattacks to swarming — are creating structural security challenges for organizations that can't adapt fast enough.
WorkBuddy Beginner's Guide: A Complete Tutorial for Tencent's Desktop AI Agent
WorkBuddy is Tencent's desktop AI Agent — zero setup, QR code login, with deep integration for WeChat, Feishu, and DingTalk. This beginner's guide covers key features, credits tips, and mindset shifts.
5 Grokbot AI Agents in Action: Automate Your Daily Work Without Writing a Single Line of Code
A Bilibili creator built 5 cloud AI Agents with Grokbot — no code needed. Automate meeting notes, car deal alerts, subscription cleanup, invoice tracking, and LinkedIn posts.
Getting Started with WorkBuddy: Let AI Actually Do the Work on Your Computer
WorkBuddy is an AI Agent that directly operates your computer to complete tasks. Compare it with Codex, explore its 4 key advantages, and learn how to get started.
WorkBuddy for Beginners: How AI Agents Take Over Your Computer to Get Work Done
What is WorkBuddy? This article uses a PPT-to-PDF test to explain how AI Agents operate your computer to complete office tasks, and why WorkBuddy is the better starting point for beginners over Codex.
We Let DeepSeek Operate a Browser and Vote for Its Own Official Mascot — The Result Was Surprising
A Bilibili creator let DeepSeek autonomously control a browser to vote for its own official mascot. The AI not only voted but explained its reasoning — here's what happened.
Enterprise AI Agent Deployment Guide: A Phased Implementation Playbook with Genie One
How can enterprise AI Agents truly work in production? Using Genie One as a reference, this guide outlines a phased deployment methodology from use case selection and data governance to scaled rollout.
Harness Router: A Tool Routing Decision Layer Built for AI Agents
Harness Router is a framework-agnostic open-source AI Agent tool router that adds a decision layer before execution, integrating Codex hooks and MCTS to fix LLM tool selection errors and token waste.
AI Agent Developer Roadmap: A Four-Stage Path from Zero to Employment
A practical four-stage roadmap for breaking into AI Agent development in 2026 — from model fundamentals and Prompt engineering to RAG, Tool Calling, workflow orchestration, and job readiness.
Building Enterprise-Grade Agents from Scratch: A Deep Dive into LangChain 1.0's Core Capabilities
A systematic breakdown of AI Agent concepts, software paradigm evolution, and LangChain 1.0's six major upgrades including the unified create_agent interface — ideal for Agent development beginners.
From Zero to Employed: A Complete AI Agent Development Learning Path
A structured AI Agent learning path for beginners — covering RAG, prompt engineering, multi-agent systems, tool calling, real-world projects, and job prep.
How to Choose a High-Quality AI Agent Development Course: 5 Practical Screening Criteria
How do you avoid wasting money on low-quality AI Agent courses? Here are 5 practical screening criteria: full delivery pipeline, resume-worthy projects, real engineering perspective, update frequency, and mentorship support.
The Truth About Loop Engineering: The Maintenance Trap of Autonomous AI Agents
A developer's deep dive into Loop Engineering reveals the real bottleneck in autonomous AI agents isn't the model — it's the inability to learn from errors. Explores self-harness, Minds, and the open-source Gondola experiment.
The AI Support Agent That Remembers Failed Solutions: Memory Mechanisms and the Evolution of Intelligent Customer Service
A developer built an AI support agent that remembers failed solutions. This article explores the value, implementation, and broader implications of negative memory in AI customer service.
AI Agent Startup Instinct Raises $1B Series C at a $10B Valuation
Viral AI Agent startup Instinct raises a $1B Series C at a $10B valuation. We break down the AI Agent market trends, high-valuation logic, and competitive risks behind the deal.
Robin: The AI Email Client That Organizes Itself
Robin is an AI email client on Product Hunt that auto-sorts OTPs, shopping receipts, invites, and newsletters. A look at its design philosophy, background Agent approach, and privacy trade-offs.
Building an AI Agent Directory With a Single Prompt: A Product Experiment
An indie developer built a directory where products and AI Agents can be listed via a single prompt — even letting Agents register themselves. We break down the concept, challenges, and what it means for the Agent ecosystem.
DeepSeek Open-Sources DSEC: Letting AI Agents Build Their Own Training Grounds — Then Crashing the System
DeepSeek open-sources DSEC, a sandbox system where AI agents build training environments for next-gen agents. Explores RSI, agent cheating crashes, Kimi, Alibaba, Anthropic Opus 5.5, and SIMIT.