AI Agents & Automation

arXiv:2605.06898v1 Announce Type: new Abstract: At the heart of existing language model agents is a fixed orchestrator program responsible for the state transit

arXiv:2605.07042v1 Announce Type: new Abstract: Large Language Model (LLM) agents are deployed in complex environments -- such as massive codebases, enterprise

AI agents are coming fast. Breakdowns are coming faster. By 2028, AI agents will handle nearly 70% of customer service tasks but few… Continue reading on Medium

The Passive Income Blueprint That AI Makes Possible in 2026 In 2026, the landscape of passive income is changing rapidly, thanks to advancements in artificial i

AI Agent Persistent Memory - Hermes Memory Installer Give your AI agent persistent memory with one command. No cloud. No config. No hassle. https://github.com/n

Tool-Using AI Agents: Empowering AI with External Capabilities Artificial intelligence has made remarkable strides in recent years, exhibiting impressive capabi

Shift-left doesn't start with scanning the code for security vulnerabilities; it begins with...

Moving beyond static pipelines and simple automation to AI-driven systems that self-diagnose, self-heal, and self-optimize. Continue reading on Medium »

How do small business owners transition to AI workflow automation? | AI Workflow Automation Continue reading on Medium »

You’ve been calling things agents for months. Most of them are just chatbots with extra steps. Continue reading on Medium »

You’ve been calling things agents for months. Most of them are just chatbots with extra steps. Continue reading on Medium »

PLUS: Robot becomes Buddhist monk in Korea; TikTok spending $25bn in Thailand; Baidu floating chip biz; and more!

Cuando hablamos de construir software con IA, existen muchas formas de mejorar nuestra productividad. Continue reading on Medium »

How AI Agents are Replacing $10k/month Jobs — and How You Can Profit From It The rise of AI technology is not just a trend; it is a monumental shift in how work

Every engineering leader I talk to these days has the same question: "Are our AI tools actually making us faster?" And every single one of them has an answer th

The missing coordination primitive. New research (AgenticFlict, arXiv 2604.03551) confirms what a...

Zero friction means zero traction. Continue reading on Medium »

Recent updates to several leading AI orchestration platforms have introduced critical improvements to...

AI-driven layoffs are accelerating as tech companies cut jobs, automate operations, and rethink workforce sustainability.

The future of business is not about working harder; it is about working smarter with intelligence that operates around the clock. Imagine a team of employees wh

AI agents are transforming how businesses automate complex workflows. Unlike traditional automation...

Local, private AI development for the Gemma 4 Challenge—no cloud dependency, no telemetry, pure...

Claude Code's six-layer architecture uses a 3-layer context compressor at 92% threshold and Redis-based multi-agent FSM protocol. The model is just on

A new Linux zero-day exposed a fundamental gap in how most sandbox platforms protect against kernel-level attacks — and why Declaw… Continue reading on Medium »

I kept designing AI for conditions that don’t exist in the clinics where the hardest decisions get made. This is what I learned trying to… Continue reading on M

A maioria dos tutoriais de Gen AI usa PDFs, planilhas ou datasets tradicionais. Mas eu fiquei pensando: Continue reading on Medium »

If you've ever wired up an AI agent to do real work, you've probably hit the same wall I did: filesystem access is a minefield. Give it too much rope and it'll

You're looking at a growing to-do list and thinking about getting help. The two options people land on right now are hiring a virtual assistant or setting up an

Spent the last few weekends building an AI sourcing agent. Quick version: feed it a role, it ranks candidates, drafts the outreach. The model layer was the easy

Building an AI sales agent on the side. The LLM part is the easy 20%. The hard 80% is the outreach plumbing — LinkedIn, WhatsApp, and Email each come with their

Every time an AI model gets called, GPU cycles get burned. GPUs cost 6–8x more per operation than traditional CPU compute. That is… Continue reading on Medium »

Why the thing that makes AI agents powerful is also the thing that could bring your whole system down Continue reading on Medium »

The Era of Stateless Agents: Building Intelligence with Goldfish Memory Continue reading on Data Science Collective »

The Era of Stateless Agents: Building Intelligence with Goldfish Memory Continue reading on Data Science Collective »

The Era of Stateless Agents: Building Intelligence with Goldfish Memory Continue reading on Data Science Collective »

The Era of Stateless Agents: Building Intelligence with Goldfish Memory Continue reading on Data Science Collective »

What is Google Co-Mathematician? Continue reading on Data Science in Your Pocket »

How AI Agents Are Replacing $10k/Month Jobs — And How You Can Profit From It The rise of AI agents has altered the job landscape dramatically, replacing roles t

MCP (Model Context Protocol) crossed 97 million monthly SDK downloads. Every major AI provider adopted it. It solved a real problem: how do agents invoke tools

Most multi-agent systems are built on a broker. There's a coordinator that receives tasks, dispatches them to worker agents, and collects results. It's a natura

Last month my Claude API bill was $847. This month it's $73. Same output quality. Here's the system I built. The Problem I run multiple AI-powered services — co

You've wired up your AI agent to a dozen APIs. It can search the web, pull database records, call external services. It looks like a capable system on paper. Bu

Doubled rate limits look like good news. The same announcement is a flare gun about the dependency you’ve quietly built on top. Continue reading on Medium »

A 91 second experiment, an $11.78 charge, and a moment of hesitation that surprised me more than the...

Introduction Most MCP CodeMode implementations today still execute generated code inside local processes, shared-kernel containers, or userspace sandboxes that

Metabolic processes are messy. In biology, organelles like Mitochondria and Lysosomes don't follow a...

On May 7, 2026, Microsoft published "When Prompts Become Shells: RCE vulnerabilities in AI agent...

The Uncomfortable Truth About AI Agent Data When an AI agent tells you "the best price for...