AI Agents & Automation

A practical boundary for teams that use AI agents to run real browser work. Continue reading on Medium »

Research from the Small Business & Entrepreneurship Council’s 2025 Technology Use Survey shows that 88% of small businesses are now using… Continue reading on M

The industry sells robots and agents as a maturity ladder. At the step level it is a cost match, and you can get it wrong in both… Continue reading on Medium »

Most people blame the model when an AI agent messes up. The agent wrote broken code, skipped a step, or confidently declared a task… Continue reading on CodeX »

Your Kubernetes pods are green. Your API latency is sub-100ms. Your LLM provider reports 99.9% uptime. Yet, your automated loan processing system is currently b

Unleashing Business Impact: The AI Revolution of June 25, 2026 Welcome to another day in the fascinating world of AI! Today, we're diving into a whirlwind of in

GEOMETRIC THEOREM PROVING-STRUCTURALLY OPTIMAL PROOF SEARCH: A COHERENCE-AUGMENTED NEURAL-SYMBOLIC ARCHITECTURE Continue reading on Medium »

Hi guys , I build a PR review agent , this is my first agent and i want to get feedback from you. Here is link of my agent :- https://p-risk.vercel.app/

What if your terminal AI agent could talk to 30+ LLM providers, run isolated background tasks, load custom plugins from npm, and authenticate to MCP servers — a

I came across the Meshtastic project in late 2020 and was instantly amazed by its possibilities. Continue reading on Medium »

In the current landscape of smart wearables, consumers are facing a severe case of “data overload.” Most devices simply stack up heart… Continue reading on Medi

Most developers use one or two features and never feel the difference. Here’s how to actually set up an agentic coding workflow — the… Continue reading on Mediu

I have a friend in Thailand — I’ll call him B. We’ve known each other a long time, the kind of friendship where each of us always… Continue reading on Medium »

Find production failures the way fraud teams find fraud. Continue reading on Medium »

I recently deployed a real-time integration between Claude Desktop and Salesforce CRM using Model Context Protocol (MCP) — and it changed how I think about AI i

In the current market, many companies believe AI can replace software engineers. CEOs and executives think that instead of hiring a large… Continue reading on M

The Shift For years, AI progress was defined by one metric: bigger models. But monolithic models hit a ceiling — high costs, latency, and… Continue reading on M

An agent should be free to suggest wiring forty thousand dollars — and structurally incapable of actually doing it without a human in the loop. Here is a true-t

A few months ago, I would have blamed the model. Agent picks the wrong function? Fine, upgrade to GPT-5. Try Claude Opus. Add a smarter router. Maybe benchmark

In the operational hierarchy of small and medium businesses (SMBs), few instruments are as vital — and simultaneously as disruptive — as… Continue reading on Me

Unlocking Autonomy: A Deep Dive into Agentic AI and the Future of Intelligent Systems The landscape of artificial intelligence is evolving at an unprecedented p

I build production agentic AI systems. Here’s what actually separates people who pass from people who don’t. Continue reading on Medium »

Over the past two years, artificial intelligence has transformed from a promising innovation into a boardroom mandate. Continue reading on Medium »

Part 2: AI Functions and Practical Implementation Strategies What You'll Learn In Part 1 , we explored how Strands Labs enables natural language control of phys

Part 1: From DeepRacer to Natural Language Robotics What You'll Learn In this two-part series, you'll discover how AWS Strands Labs is making it possible to con

💻 This is the start of a series. All the code lives in one repo: resilient-agent-harness-sample-for-aws . This post is the chaos-testing spine ( 00-agent-resil

Originally published at twarx.com - read the full interactive version there. Last Updated: June 24, 2026 AI technology is solving the wrong problem entirely in

Let me start by saying, some people might immediately think this is nothing but clickbait. So I want to first establish what this article entails and the goal o

How AI Is Transforming Offensive Security Through Autonomous Penetration Testing Continue reading on Medium »

The Next Evolution of AI-Driven Crypto Trading Continue reading on Medium »

yaml title: "Issue-Orchestrator: A Software Engineering Control Plane for Coding Agents" published: false tags: ai, opensource, softwareengineering, github cano

I run online stores as a side project, and the catalog was always the part that quietly broke: supplier prices and stock change constantly, so the listings drif

Cognitive Pong: Can Competition Make AI Agents Smarter? One of the assumptions in modern AI is that assistants should be helpful, agreeable, and cooperative. Hu

It’s not about writing better prompts anymore. It’s about handing off entire workflows. Continue reading on Medium »

Now you just ask Claude Cowork, Claude in Excel, whichever AI agent you use. In plain English. 330+ indicators across US, India, global… Continue reading on Med

A practical walkthrough using text-to-SQL as the example The post Why I Stopped Using One Agent and Built a Multi-Agent Pipeline Instead appeared first on Towar

AI can write 10x more PRs now and the team is still checking them at the same pace as last year. That gap? It's growing every sprint. And almost nobody is track

AI agents can now hold virtual Visa cards, execute purchases autonomously, and settle transactions with other agents. Every major payment network is racing to b

By Amdjed Mohamed Dariadi Continue reading on Medium »

In this article, you will learn why a large context window is not the same thing as agent memory, and how techniques like retrieval, compression,...

Originally published at twarx.com - read the full interactive version there. Last Updated: June 24, 2026 The Interactions API for Gemini models and agents is Go

This is what the senior engineer tax actually feels like from the inside. And why I almost didn’t catch it. Continue reading on Medium »

Ask a clinician what they want from an AI scribe and the answer is almost always understated: "just write the note while I talk to the patient." Ask an engineer

A software engineer opens a chat window, pastes a stack trace, and waits for a suggested fix. A marketing manager types “write a product launch email” and copie

Cutting Token Costs From Scratch: What Nobody Tells You in 2026 I have spent the last three years migrating teams away from proprietary AI services. Every singl

The Age of AI: Why Human Judgment Matters More Than Ever Artificial Intelligence is transforming the way we work, learn, and make decisions. From content creati

Originally published on CoreProse KB-incidents Over the next few years, the critical action in AI will move from chat UIs and copilots into the operational spin

The New Debate for AI Agents: MCP, CLI, or the Right Workflow? Continue reading on Medium »