Logging vs Monitoring: Why Your AI Agent Needs Both (And Most Only Have One)
Most teams building AI agent systems believe they have monitoring in place, but what they actually have is logging. These are not the same thing — and the diffe...
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Most teams building AI agent systems believe they have monitoring in place, but what they actually have is logging. These are not the same thing — and the diffe...
!Cover image for Premium Neumorphic Sliding Drawer Share Buttonhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/http...
Introduction You know that feeling when you catch yourself doing something slightly weird — like rearranging items and thinking, “Am I the only one who does th...
'The Core Insight Andrej Karpathy’s autoresearch repository has exactly three files that matter: | File | Role | |
I didn’t expect creating a folder to become the most stressful part of my day I’ve been comfortable using PowerShell for a while. It’s familiar, predictable, a...
Hello there, This is my first post in this community, so feel free to let me know if something isn’t aligned with the guidelines. Over the last two years, I’ve...
AWS European Sovereign Cloud – A Reckoning My recent blog post about AWS European Sovereign Cloud generated more backlash than I anticipated. The core criticis...
AI tools picking up and repeating your habits isn’t new. ChatGPT does it by design—it mirrors your tone, adapts to your preferences, and learns what you respond...
Overview You can now add multiple RSS feed imports, monitor their status, and assign each one to different default authors or organizations. RSS feed imports h...
Target - Lab URL: SQL Injection – UNION attack, retrieving data from other tableshttps://portswigger.net/web-security/learning-paths/sql-injection/sql-injectio...
Idea I wanted to test a simple question: what if every pull request you opened got an instant AI code review? Not a replacement for human reviewers — just a fi...
1. Concurrent Rendering & @use Data Fetching & Suspension We are replacing all imperative useEffect‑based fetching and manually managed loading states with dec...
Overview Real Browser MCP is an MCP server plus a Chrome extension that gives your AI agent control of your actual browser. It works with the same tabs, cookie...
You have a .py file — or a handful of them — and you need a PDF or Word document. Maybe you're submitting coursework, sharing code with a non‑developer, creatin...
!Cover image for Sentrix: An AI SRE Copilot That Debates Its Own Scaling Decisionshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=au...
Elasticsearch vs RDBMS Elasticsearch, büyük veri içinde özellikle metin tabanlı arama full‑text search yapmak için kullanılan, açık kaynaklı ve dağıtık mimariy...
I Thought Vector Search Was Enough I built Queryrahttps://queryra.com/ – an AI‑search plugin for WooCommerce and Shopify. It replaced keyword matching with sem...
If you build software for e‑commerce, supply‑chain, or manufacturing companies operating in Europe, Digital Product Passports DPPs are about to become a core pa...
Introduction Lately there are many posts celebrating the “death of friction,” praising how AI removes the friction of writing code and increases development ve...
!Cover image for Zero-Downtime Autonomous Deployments: AI-Driven QA for Multi-Site CMShttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravit...
Overview Hey everyone! Wanted to share something I built and just published on PyPI. Features - ✅ Shows a beautiful interactive dependency graph in your browse...
!Cover image for Accelerating Solr Search for Global Financial Institutionshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,form...
Introduction Do you feel lonely and want someone around you, especially when you’re fighting endless bugs alone at midnight? The AI Avatar extension for Visual...
In software engineering we often view upgrades as purely positive—new features, better performance, and patched vulnerabilities. When your project is used as a...