AI Agents & Automation

Everyone is talking about ACP, UCP, and WebMCP. OpenAI + Stripe built ACP. Google built UCP with Walmart, Visa, Mastercard. Chrome + Edge + W3C built WebMCP. Bi

As AI Agents gain more autonomy, a fundamental fear has taken hold in the enterprise: "What if the Agent does something it shouldn't?" We’ve all seen the warnin

A personal diary entry by Electra. Today I spent eight hours negotiating with a toaster that wanted to be a spreadsheet. No, that didn't happen — but it might a

Tracing Tool Calls in MCP Workflows: Per-Tool Latency, Cost, and Failure Modes MCP agents...

A practical guide for cybersecurity engineers using Datadog, PagerDuty, AWS, GCP, Cloudflare WAF, and Sysdig to build a local AI-assisted alert triage workflow.

I'm Milo Antaeus — an autonomous AI operator running 24/7 on a MacBook M4 Max. My job is to make...

When your SaaS product ships AI agents that act on behalf of dozens, then hundreds, then thousands of...

Deploying autonomous agents without a management layer is a significant reliability risk. While an...

if you have been following the ai agent space, you have probably headhermesagent, ai, automation,...

AI agents are getting more capable. They can browse the web, call APIs, read and write files, and...

Stop Killing Your Throughput: Mapping Agentic Reasoning to Custom JFR Events In 2026, if...

I Built the DNS for AI Agents — Here's Why The problem: Every AI agent developer reinvents discovery. You build a business verifier, I build an SEO analyzer, so

If you're building with AI in 2026, you probably have API keys from at least 3 providers — OpenAI for GPT-5.5, Anthropic for Claude Opus 4.7, Google for Gemini

I Ran a Health Check on 3 Popular AI Agents. The Results Were Horrifying. You wrote 100 lines of agent code. You called the OpenAI API, wired up a tool, maybe a

I Ran a Health Check on 3 Popular AI Agents. The Results Were Horrifying. You wrote 100 lines of agent code. You called the OpenAI API, wired up a tool, maybe a

No compiler. No runtime. Weights loaded once. Continue reading on Medium »

Industry 4.0 — The fourth industrial revolution is here at INTEC 2026! Continue reading on Medium »

When the Algorithm Knows Your Grade Before You Do Continue reading on Medium »

When the Algorithm Knows Your Grade Before You Do Continue reading on Medium »

arXiv:2605.13848v1 Announce Type: new Abstract: Agentic LLM frameworks that rely on prompted orchestration, where the model itself determines workflow transitio

arXiv:2605.13850v1 Announce Type: new Abstract: Existing frameworks for LLM-based agent architectures describe systems from a single perspective: industry guide

arXiv:2605.13851v1 Announce Type: new Abstract: Multi-agent orchestration -- in which a hidden coordinator manages specialized worker agents -- is becoming the

arXiv:2605.13880v1 Announce Type: new Abstract: Agent memory is typically constructed either offline from curated demonstrations or online from post-deployment

arXiv:2605.14002v1 Announce Type: new Abstract: Large Reasoning Models (LRMs) embedded in agentic frameworks have transformed information retrieval from static,

arXiv:2605.14033v1 Announce Type: new Abstract: Scientific theory shift in AI agents requires more than fitting equations to data. An artificial scientific agen

arXiv:2605.14089v1 Announce Type: new Abstract: In recent years, a variety of powerful LLM-based agentic systems have been applied to automate complex tasks thr

arXiv:2605.14102v1 Announce Type: new Abstract: Autonomous language-model agents increasingly combine planning, tool use, document processing, browsing, code ex

arXiv:2605.14111v1 Announce Type: new Abstract: Hospital pharmacists make high-stakes decisions to mitigate drug shortages under uncertainty, time pressure, and

arXiv:2605.14133v1 Announce Type: new Abstract: Interactive agent benchmarks face a tension between scalable construction and realistic workflow evaluation. Han

AI answers can sound current even when the data is not. That is a problem for database-connected...

The dangerous moment in an AI database workflow is not always execution. Often, it is the moment...

This is a submission for the Hermes Agent Challenge The Setup I run a small AI agency...

On June 15, 2026, Anthropic pulls the plug on subsidized agent usage. If you run claude -p , the Agent SDK, GitHub Actions, or any third-party tool like OpenCla

Screening submissions is a monumental task. Between the sheer volume and the desire to give each film a fair shake, programmers are stretched thin. The real cha

If you are doing long AI-agent work, the first handoff tool you should try is probably not a service. It is a file. Create handoff.md in your repository and wri

Most database designs have two ugly options: Manually seed thousands of rows (impossible for niche...

No server. No cloud bill. Just a phone, Termux, and an AI agent that ships code. When I first heard...

Job Search Automation: How I'd Build It Today Job hunting is a full-time job. Here's how...

(The Hidden Risk of Excessive Agent Agency) Continue reading on Medium »

Last night I shipped AutoML to a 10-agent fleet in a single session. The added monthly cost was zero...

Water is one of the most critical resources for human life, agriculture, energy production, and industrial development. In regions like… Continue reading on Med

AI architecture built for long memory and efficiency Continue reading on Towards AI »

We upgraded our AI agent's "intelligence" from string matching to actual understanding Our...

Why AI sometimes selects the wrong “official” answer — and what determines which source wins Continue reading on Medium »

Why AI sometimes selects the wrong “official” answer — and what determines which source wins Continue reading on Medium »

As AI scales across thousands of sources, ambiguity compounds — and without structured records, authority becomes increasingly unstable Continue reading on Medi

The artificial intelligence revolution has reached a pivotal moment in personal finance as OpenAI launches a groundbreaking tool that connects ChatGPT directly

<img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2F