AI Agents & Automation

I don’t know if anyone else has the same feeling, but AI API costs can get out of hand really fast. At the beginning, it feels harmless. You build a small demo,

The first agent I put into production, I treated like a new hire. Clear brief, checked its first handful of outputs, saw they were clean, and started trusting i

My preparation strategy, exam breakdown, study resources, and practical tips to help you pass on your first attempt. Continue reading on Medium »

Why the future of AI isn’t about getting a better first answer — it’s about building systems that keep improving their own answers. Continue reading on Medium »

Anyone who has worked with the current generation of Slack assistants knows the shape of the interaction. You type a question into a… Continue reading on Medium

~88% of organizations are using AI. A small fraction are actually winning with it. Here’s what the data says separates the two and what it… Continue reading on

Ask a platform engineering team to draw a diagram of everywhere AI decisions get made in their organization, and the diagram gets messy fast. A red-team tool de

Canonical URL: Republished from munonye.com . Full code on GitHub . 🔗 The missing link — You learned @Tool agents in our <a href="https://www.munonye.com/sprin

Most discussions about AI agents focus on models, prompts, or frameworks. But the real intelligence of an agent often lives outside the… Continue reading on Med

Canonical URL: Republished from munonye.com . Full code on GitHub . 🔥 Why this matters in 2026 — Agentic AI is the fastest-growing search topic in Java develop

Canonical URL: Republished from munonye.com . Full code on GitHub . Spring Boot secure OpenAI API patterns for production AI features. Required reading after <a

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 »

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

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

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

The most consequential AI rollout in healthcare isn’t a diagnostic breakthrough. It’s a quiet takeover of the back office, and one company… Continue reading on

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

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

At first, we saw this challenge mainly as a racing task: improve the car, make it faster, avoid crashes, and achieve better lap times. But… Continue reading on

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

Every new Claude Code session starts the same way. Continue reading on Medium »

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

The leverage isn’t the tool you install. It’s the habits you build. Here’s what I learned the hard way. Continue reading on Medium »

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

<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.us-east-2.amazon

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