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⚡ AI Lessons

Medium · Programming
🤖 AI Agents & Automation
⚡ AI Lesson
30m ago
Three stories from the past two weeks that should change how you run agents
Somewhere in March, someone found a dashboard on the open internet and asked the AI agent behind it a very simple question: what’s your… Continue reading on Sta
Towards Data Science
🤖 AI Agents & Automation
⚡ AI Lesson
1h ago
AI Made Me 5x Faster. It Also Made Me 5x Worse at My Job.
One near miss, four months of running agents, and the question almost nobody is asking: what are you supposed to do while the AI writes the code? The post AI Ma
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
1h ago
CLAUDE.md vs agent memory: what each should store
Originally published at getlockstep.dev . A team adds another paragraph to CLAUDE.md every time Claude Code makes a mistake. Six weeks later, the file contains
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
1h ago
Building AI Agents Without Building the Entire Infrastructure
<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
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
5h ago
Build a Homedir Deny Fixture Before an Agent Reads `.netrc`
Last Tuesday a coding agent “helped” with a flaky checkout script. The repo was tiny. The workspace was not. Someone had opened the agent at ~/work . checkout.s
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
5h ago
MIT License Enterprise AI: Essential Guide for 2026
Enterprise AI teams cannot afford licensing ambiguity. In 2026, procurement leaders, security teams, and legal departments increasingly expect AI software to ar
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
5h ago
How AI Is Making Restaurant Menus Easier to Navigate
Navigating restaurant menus used to be straightforward—meat or fish, soup or salad. But today’s diners face sprawling lists, cryptic dish names, and rising conc
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
5h ago
Ch Hussain Company & AI Projects
Building Next-Gen Web Solutions & AI Engines: The Journey of Ch Hussain Company & Chapexbrandinghub Hello DEV Community! 👋 I am thrilled to share my

Medium · AI
🤖 AI Agents & Automation
⚡ AI Lesson
6h ago
How AI is Tranforming Employee Attendance and Workforce Management in India
Managing employee attendance sounds simple until a business has hundreds or thousands of employees working across offices, plants, stores… Continue reading on M
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
7h ago
Teams Facilitator’s Mid-Meeting Search: Admin UX for Proactive Agents
Proactive agents need meeting-safe defaults Microsoft’s September 2026 Teams/Copilot updates highlight Facilitator ’s ability to detect knowledge gaps mid-meeti
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
7h ago
OCTA’s $3.5M Seed: Designing AI Accounting Agents Accountants Will Approve
The agent is not the accountant — the approval loop is UAE-based OCTA raised a $3.5 million seed led by MEVP (total funding ~$5.6M) to expand OCTA Flow , its AI

Medium · AI
🤖 AI Agents & Automation
⚡ AI Lesson
8h ago
Can a 2.5B AI Model Really Work as a Coding Agent?
A tiny local AI model is challenging what we thought a coding agent needs — while proving that training, tool use, and inference settings… Continue reading on M

Medium · AI
🤖 AI Agents & Automation
⚡ AI Lesson
8h ago
Your AI Agent Has Write Access. Now What?
AI security isn’t just about protecting the model. It’s about controlling what the model is allowed to do. Continue reading on Medium »
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
9h ago
intelligent agent in artificial intelligence examples: 5 Patterns You Can Code Yourself
Forget the textbook definitions for a minute. Every intelligent agent ever built is the same loop: while True : perception = sensors . read () # perceive action

Medium · AI
🤖 AI Agents & Automation
⚡ AI Lesson
10h ago
Reality is Watching — A Series of Articles About Responsive Worlds
The landing page for a twelve-article series about what happens when art, architecture, cities, and machines begin to notice us — and our… Continue reading on M

Medium · AI
🤖 AI Agents & Automation
⚡ AI Lesson
10h ago
AI automation is changing the way businesses manage everyday operations.
One of the biggest advantages of AI automation is saving time. Tasks that previously required manual effort can be handled through… Continue reading on Medium »
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
11h ago
FAQ: Five Myths About Tests the Agent Wrote for Itself
Who actually graded the agent's homework on that run? I keep seeing the same claim in review threads. The agent wrote tests, they passed, so we ship. That claim
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
11h ago
AI-Powered Video Analytics: Transforming Workplace Safety and Operational Intelligence
In today's rapidly evolving industrial landscape, businesses are looking for smarter ways to improve workplace safety, operational efficiency, and real-time mon

Medium · AI
🤖 AI Agents & Automation
⚡ AI Lesson
12h ago
Jev AI: The 200× Faster Alternative to LLM Decision-Making? ⚡
TypeSafe AI’s new “System One Model” is designed to make software decisions — not generate paragraphs. Continue reading on CodeToDeploy »

Medium · AI
🤖 AI Agents & Automation
⚡ AI Lesson
14h ago
How Small AI Workflows Create Bigger Opportunities Than Most Beginners Expect
Most beginners start learning AI because they’re curious. Few realize that a simple workflow can become the foundation of something much… Continue reading on Me
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
15h ago
Multi-Agent Consensus & WebSocket Orderbooks (Drix10/hypothesis-arena)
Multi-Agent Consensus & WebSocket Orderbooks (Drix10/hypothesis-arena) Most engineering discussions focus on high-level syntax, but real systems live or die
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
15h ago
Your docs are the product page now: what an answer engine actually reads off a site
A crawler used to be the audience for your site: it fetched pages, built an index, and humans arrived later. Now the first reader of your docs and your pricing
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
15h ago
Tech Journalists and VIPs #216
🚀 Enterprise AI Adoption Shifts to On-Premises and VPCs On-premises and own VPCs may become a much larger part of workloads with AI, as large enterprises will
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
15h ago
Ok thanks
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content What I Built Demo Code How I Used Sanity Sanity Project Details
DeepCamp AI