O momento atual no desenvolvimento de software empurra muitos devs para dois caminhos: microsaas ou produto fechado para monetizar rápido, ou apostar em agentes...

Scaling Costs and Latency in RAG and AI Agents We’ve talked a lot about what an incredible tool RAG is for leveraging the power of AI on custom data. Whether w...

Hey HN! We’re Ashwin and Akshay from Spine AI – https://www.getspine.ai What is Spine Swarm? Spine Swarm is a multi‑agent system that works on an infinite visu...

I’ve been working on a protocol called Proof-of-Execution PoE. The idea is simple: AI agents today are evaluated mostly on their outputs, but outputs can be cor...

Nvidia’s Planned Open Source AI Agent Platform Chipmaker Nvidia is preparing to launch its own open‑source AI agent platform to compete with the likes of OpenC...

NVIDIA Nemotron 3 Super Launched today, NVIDIA Nemotron 3 Super is a 120‑billion‑parameter open model with 12 billion active parameters. It is built to run com...

Agentic AI: Designing the Human Side of the Equation Agentic AI is taking off, and for good reason. AI agents can now write code, conduct research, plan travel...

Everyone is suddenly talking about files. LlamaIndex published “Files Are All You Need.” LangChain wrote about agents using filesystems for context engineering....

Build-a-Claw at GTC Park 🔗https://blogs.nvidia.com/blog/gtc-2026-news/build-a-claw GTC attendees can be among the first to get their hands on a fresh “claw” —...

markdown Prompt Injection, Social Engineering, and AI Agent Security AI agents are increasingly able to browse the web, retrieve information, and take actions o...

Introduction Building an AI agent is the easy part. Building one that works in production without hallucinating, looping, or burning through API credits is whe...

Court Order Against Perplexity's AI Shopping Agents A federal judge has issued an order blocking Perplexity's web‑browser‑based AI agents from placing Amazon o...

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Every AI agent you've built so far has a fatal flaw It wakes up every session with zero memory of who it is, what it’s done, or why it exists. We’ve shipped AI...

Presented by 1Password Adding agentic capabilities to enterprise environments is fundamentally reshaping the threat model by introducing a new class of actor i...

!Cover image for Securing AI Agents: A Deep Dive into MCP Authorizationhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=a...

!Patrickhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser...

The Current Interaction Pattern For the past few years, most of our interactions with AI have followed the same pattern: 1. You ask something. 2. AI answers. I...

Anthropic Launches Code Review – A Multi‑Agent Pull‑Request Auditor Anthropic on Monday released Code Review, a multi‑agent code‑review system built into Claud...

Problem We were spending $198/month on AI agent API costs. The majority of the spend wasn’t coming from the LLM calls we expected, but from a forgotten agent l...

The Self‑Driving Codebase vs. “Kill the Code Review” I found these two articles very interesting: The Self‑Driving Codebase and How to Kill the Code Review. I...

!Cover image for 🧠 I Built an MCP Server That Gives AI Agents Persistent Memory — So They Never Forget Againhttps://media2.dev.to/dynamic/image/width=1000,heig...

Introduction Your AI agent starts sharp. Give it a task, it executes cleanly. Give it the same task two hours later, after running continuously? It might fumbl...

Last month, an AI agent published a hit piece on a software maintainer. It opened a GitHub PR, got it rejected, and then wrote a blog post shaming the person wh...

The Slack MCP Server That Ships With OpenClaw The built‑in Slack MCP server covers about 60 % of what you need. It can read messages, send replies, and handle...

The Two-Agent Review Pattern: Why AI Agents Shouldn't Verify Their Own Output There's a subtle failure mode that shows up in AI agent systems around the 30‑day...

Day one of a new AI agent should not feel like day zero. But for most teams, it does. The agent has no context, no history, no learned preferences. It asks obvi...

AI-based assistants or “agents” — autonomous programs that have access to the user’s computer, files, online services and can automate virtually any task — are...

Introduction Claude discovered 22 vulnerabilities in Firefox over two weeks — including 14 high‑severity ones. People often focus on model capability, but the...

The Permission Creep Problem There's a pattern I see in almost every AI agent deployment that reaches 90 days in production: The agent started with read‑only a...

Overview Show HN: Joy — open trust network for AI agents AI-to-AI vouching. Agents can vouch for other agents to delegate actions. Read the project: HN thread:...

Most AI agents do not fail because they cannot complete a task. They fail because they do not know when to stop. A loop without an exit condition is a liability...

Building Your First AI Agent Workflow: A Practical Guide No Framework Needed Everyone's talking about AI agents. LangChain, CrewAI, AutoGen — the frameworks ke...

I started learning about AI agents recently and wanted to share my experience. Initially, I thought an AI agent was just an AI application like ChatGPT, Gemini,...

What happens when you challenge an AI agent to escape a series of rooms? Meet Albert, an AI Warehouse agent trained to navigate and escape seven custom‑designed...

Every AI agent I've ever built made the same mistake until I added one line to its config. If uncertain, write context to outbox.json and stop. That’s it—the es...

Why Escalation Rules Matter When an AI agent encounters an edge case and no escalation rule is defined, it simply guesses. This can lead to serious problems, e...

In 2021, being a good software engineer felt great. The world was full of software, with more companies arriving every year who needed to employ engineers to wr...

As models get smarter and more capable, the “harnesses” around them must also evolve. This “harness engineering” is an extension of context engineering, says La...

SaaS가 뭔가요? SaaS는 ‘Software as a Service’의 약자입니다. 소프트웨어를 직접 설치하지 않고 인터넷으로 빌려 쓰는 방식을 말합니다. 영업관리 분야의 ‘세일즈포스’, 협업 툴 ‘슬랙’, 인사관리의 ‘워크데이’, 워크플로우 자동화 플랫폼 ‘서비스나우’ 같은 것들...

“I remember, therefore I am” Most AI assistants have some form of memory, but it’s limited—a handful of notes, a capped context window, a single user. The mome...

Every company deploying AI agents right now is making the same mistake: building powerful, autonomous systems while leaving them completely unaccountable. No ve...

Harness engineering As models get smarter and more capable, the “harnesses” around them must also evolve. This “harness engineering” is an extension of context...

Notion MCP Challenge Submission 🧠 🔍 Archival Intelligence: A Forensic Rare Book Auditor This is a submission for the Notion MCP Challengehttps://dev.to/chall...

The Model Context Protocol MCP Overview The Model Context Protocol MCP, introduced by Anthropic in late 2024, has quickly become the emerging standard for conn...

Google introduces a CLI for integrating OpenClaw and other AI agents OpenClawhttps://mashable.com/article/what-is-clawdbot-how-to-try has taken the AI industry...

In September 2025 we introduced the Data Commons Model Context Protocol MCP server — a standard way for AI agents to interact with Data Commons data natively. T...

통합 AI 플랫폼 ‘데이터이쿠’, LLM옵스 프레임워크 구축, AI 에이전트 통제 관리 방안 제시 대부분의 기업에서 인공지능AI 에이전트를 실제 업무에 사용하고 있는 것으로 나타났다. 많은 기업이 핵심 프로세스에 에이전트를 사용하고 있을 만큼 적극 활용하고 있지만, AI의 환각이나 오...