AI Agents & Automation

For years, "AI agents will handle payments" sounded like a demo-day slide, not a production workload....

In the traditional paradigms of science and engineering, we are taught to categorize the world by its boundaries. We separate the observer… Continue reading on

The stateful graph-based framework that’s quietly become the backbone of enterprise AI — and how to use it Continue reading on Medium »

The stateful graph-based framework that’s quietly become the backbone of enterprise AI — and how to use it Continue reading on Medium »

Jeffrey Way said it at PHPverse 2026: “If you’re leveraging AI agents, a full test suite is a requirement.” Here’s what that means in… Continue reading on Mediu

Jeffrey Way said it at PHPverse 2026: “If you’re leveraging AI agents, a full test suite is a requirement.” Here’s what that means in… Continue reading on Mediu

Every online business owner eventually runs into the same problem. Continue reading on Medium »

The freelance landscape in 2026 is no longer about trading hours for dollars. If you are still manually drafting every client proposal… Continue reading on Medi

Siteline tested a Claude agent on top B2B products. When it couldn't find the prices, it often turned to third-party sources instead. The post AI Agents Struggl

Most tutorials show you how to define a tool. None of them show you what to do when tool calls fail, loop, or produce unexpected results. Here are the five patt

Long-running AI agents degrade over time as the context window fills with noise, repeated instructions, and stale data. Here's how to detect context rot and the

7 real AI agent attack patterns with exploit code and fixes -- prompt injection, tool poisoning, data exfiltration, and more.

If your agent speaks MCP , you can give it satellite- measured ground motion for any US address without writing an SDK wrapper. SibFly runs a hosted MCP server,

AI agents are transitioning into autonomous economic actors, but our financial infrastructure is still stuck in the human era. Today, developers are forced to r

Give a LangChain agent satellite-measured ground motion (mm/year subsidence/uplift) for any US address, from NASA InSAR, in ~30 lines.

Your agent calls a tool. The tool times out at the network layer but actually succeeds on the server....

For the past year and a half, I've been building Evaficy Smart Test — a QA platform for manual...

What it actually means to walk away from a career, and then start building a personal cognitive AI platform for minds like mine, on a… Continue reading on Exoco

Make every skill, hook, and scheduled job declare four invariants before it ships — Locality (where it can run), Source-of-truth (which facts it owns or borrows

Satellites that think can protect us from piracy, marine vandalism and other offshore threats. Welcome to the age of Orbital AI.

Firecrawl is a great tool. I want to say that upfront, because what I'm about to describe isn't...

By Darrik Curry, Founder & CEO of WorkforceIQ Continue reading on Medium »

AI has changed the way startups build products. A few years ago, building an MVP usually meant...

What AI are you using lately? It is a deceptively simple question with a frustrating answer, made no easier by the frontier labs and their… Continue reading on

Anthropic's Claude Science is a capable AI research workbench built for molecular biology. The opportunities for the rest of science are enormous.

The free open source agentic program is finally invading your phone.

Building an AI agent with Amazon Bedrock AgentCore is straightforward, but making it secure, reliable and scalable is not. Here are the engineering lessons lear

Data + AI Summit 2026, Databricks quietly said the most important thing about enterprise AI agents: the core agent loop is only 1% of the… Continue reading on M

We've been watching AI coding agents fail in production for long enough that we started keeping a...

Claude Sonnet 5: The New Default Worker Tier Continue reading on Medium »

EquiLibre Technologies, a Prague-based AI lab founded by three ex-DeepMind researchers, is now valued at more than $500 million.

A cheap Claude proxy is not just a bargain API. It may be an account farm, a model swap, and a very efficient way to leak your prompts… Continue reading on Medi

Four teams, four products, zero coordination — and the same four ingredients show up in every one. Continue reading on Towards AI »

Lumo is fairly called a privacy-focused AI chatbot because Proton says it keeps no chat logs, does...

My honest, mostly-bewildered breakdown of what’s worth letting an AI buy — and what very much is not Continue reading on Medium »

A mid-size insurer rolls out an agentic AI system to handle claims triage. Six months in, a board member asks a simple question: what is… Continue reading on Me

An autonomous agent running in its own environment has to talk to real services, and real services want credentials. In our case there were three of them, all t

AI chatbot tools went from gimmick to genuinely useful for small businesses in the last 18 months, but the gap between “deployed a chatbot” and “deployed a chat

An agent-ready commerce platform does not only need to answer, refuse, or act. It needs to prove why it answered, refused, or acted. That proof cannot be recons

Generated commerce text becomes unsafe when the platform forgets that it is derived. A product description, policy summary, comparison paragraph, recommendation

The article explains the Model Context Protocol (MCP), an open standard for connecting AI agents to tools, data sources, and services. It walks through MCP's ar

Google’s new Gemini AI upgrade will let Android users remotely control their Mac workflows.

AI models are already capable of completing impressive individual tasks, but real business operations remain fragmented across chats, files, tools, channels, an

When Jaiveer Singh talks about robots, he doesn’t begin with spectacle. He begins with infrastructure: the boards inside machines, the software that lets develo

The complexity of integrating AI into Commercial Real Estate operations and investments remains a significant barrier to achieving true enterprise transformatio

The next generation of healthcare AI must address both sides of the problem.

Ford rehired veteran engineers after AI quality systems fell short, showing why expert oversight still matters in high-stakes automation. The post Ford Brings B

AI Insights: .self – A New Top‑Level Domain Designed to Support Self‑Hosting In a world where data residency, latency, and vendor lock‑in are moving from nice‑t