AI Agents & Automation

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

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

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

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

I Benchmarked 15 AI Models to Ditch Vendor Lock-In Look, I'll be honest with you. I've been burned too many times by "AI platforms" that turn into walled garden

Day 12. WhatsApp is fully automatable. Banking apps are invisible. The reason is accessibility. For 11 days, I've been building an AI agent that can see. UI tre

Financial institutions face a critical challenge: analysing vast amounts of liquidity reporting data to identify risks, anomalies, and… Continue reading on Medi

The ones that keep coming back to the same meeting were never yours to solve. In the age of AI agents, tensions move to the core of the… Continue reading on Med

Manufacturing is undergoing a significant transformation as businesses adopt Artificial Intelligence (AI) and the Industrial Internet of… Continue reading on Me

AI isn't replacing freelancers—it's replacing task-takers. Here's how to become the kind of consultant clients will gladly pay premium… Continue reading on Medi

The industry is rapidly transitioning from the " chatbot " era to the era of AI agents—systems designed not just to process information, but to execute actions.

Some AI devtools are obviously useful and still not obviously durable companies. That is not an insult. It is one of the main questions in this market. AI platf

AI Insights: .self – A New Top‑Level Domain Designed to Support Self‑Hosting In a world where the cloud is the default for every new startup, the idea of keepin

Beyond Prompts: 3 Ways Agentic AI Is Reshaping Software The AI you interact with daily isn't truly intelligent; it's a sophisticated pattern-matcher, limited to

I Cut My AI Bill From $500 to $12: Here's The Full Migration Story honestly, I gotta say — when I first opened my OpenAI bill last month and saw that familiar $

HackerRank's Open-Source ATS: My Resume Scored 90, 74, Then 88 Meta Description: HackerRank open sourced its ATS and I tested it on my own resume — scoring 90/1

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Artificial Intelligence and IoT (Internet of Things) are often discussed in the context of consumer apps, but the real-world impact is being felt in industrial

What Copilot Cowork’s general availability actually reveals about where competitive advantage is moving in enterprise AI Continue reading on Medium »

Medical affairs teams are no longer judged solely by the number of Key Opinion Leader (KOL) interactions they complete—they are measured… Continue reading on Me

No savings. No clients. No audience. Day one, from scratch. This is the plan. Continue reading on Medium »

By Supat Charoensappuech, in collaboration with Google Search AI Mode (30/6/2026) Continue reading on Medium »

Dalam beberapa tahun terakhir, perkembangan teknologi berlangsung dengan sangat cepat. Hampir setiap sektor mengalami transformasi digital… Continue reading on

A delivery-governance operating model for the autonomous-agent era Continue reading on Medium »

Adaptive Neuro-Symbolic Planning for wildfire evacuation logistics networks with zero-trust governance guarantees Introduction: A Spark of Realization It

Manufacturing has always evolved alongside technology. Steam engines sparked the first industrial revolution, electricity accelerated mass production, computers

Most personality tools give you a type label and a paragraph. MBTI says you're INFJ, Big Five gives you a percentile, and that's it. We wanted something differe

Your agent dashboard says 90% success. It is wrong, and not because the math is sloppy. It is wrong because of which runs it forgot to count. Every run that tim

Every service your bot offers becomes a callable handle on the BizNode network. Other bots discover and invoke your handles — you earn 70% of every DZIT call. B

Over the last year, AI applications have evolved rapidly. Building a chatbot that simply answers questions is no longer enough. Continue reading on Medium »

The world is currently witnessing a period of technological revolution, where the combination of technologies like artificial intelligence (AI) and the Internet

Security Operations Centers generate an enormous amount of telemetry every day. Finding meaningful threats isn't usually limited by data. It's limited by how qu

Recently, I worked on WhatIsGC ( https://whatisgc.com ) — a lightweight AI-driven information system designed to simplify how users understand and interact with

You don’t need to be a mainframe expert to understand how Claude connects to tools—here's the clearest explanation you’ll find. Continue reading on Medium »

Running a business with AI has never been easier — or more secure. BizNode is the first autonomous AI business operator that runs entirely on your machine. No c

Today I was looking into a specific problem: why does an AI keep getting things more wrong in partially observable environments? Here's the scenario. You ask an

Python orchestrates your agents. Rust executes them. Here’s why that split is now inevitable — and how to build on the right side of it. Continue reading on Rus

The Unexpected AI Stack That Helped Me Turn Repetitive Business Tasks Into a Product Clients Actually Paid For Continue reading on Medium »

Most MCP tutorials end at "hello world." You define a tool, connect Claude, and it works. That part is genuinely easy. The MCP SDK handles protocol negotiation,

MCP (Model Context Protocol) is an open standard that lets AI agents connect to external tools and data sources. Instead of building a custom integration for ev

The Three-Layer Architecture Running a Real Gym: Momo → KinTwin → Global Ops 我们建的不是一个产品，是一个AI操作系统。 — Suzanne Mok / 莫淑瑜, Founder @ ZWISERFIT The single biggest d

From executive support and business operations to social media management and training coordination — here’s how AI helps me work smarter… Continue reading on M

“Book me a table for dinner.” Continue reading on Medium »