MLOps Best Practices 2026
MLOps Best Practices 2026 This article explores key concepts and practical implementations. Overview Detailed content coming soon. Published by Engr. Hamza, AI & MLOps Engineer
Dev.to AI1 min read
devops
142 stories
Container Apps Express Reaches GA on a Newly Generally Available Sandbox Layer
Microsoft has made Azure Container Apps Express generally available alongside Container Apps Sandboxes, the microVM compute layer it runs on. Express skips environment provisioning and scales to zero, with subsecond startup from prewarmed pools.
InfoQ - AI/ML/Data5 min read
I’m a CSE Student Building AI Projects — Here’s What I’m Learning Along the Way
I’ve spent the last few months building projects instead of just following tutorials. And honestly, I’ve learned something important: Building a real project teaches you things that tutorials simply can’t.
Dev.to AI1 min read
Inside Industry 4.0: How Modern Plants Handle Real-Time IoT and Sensor Telemetry
When we look at modern manufacturing plants and semiconductor fabrication cleanrooms from the outside, we see automated machinery running smoothly. But under the hood, engineering teams deal with massive distributed systems challenges: thousands of edge sensors, high-frequency RFID/BLE tracking,…
Dev.to AI2 min readBeyond Basic MLM Software: What Delhi Businesses Need for Faster and Smarter Network Growth
Beyond Basic MLM Software: What Delhi Businesses Need for Faster and Smarter Network Growth For many direct selling and network marketing businesses in Delhi, basic MLM software may be enough during the early stage of operations.
Dev.to AI7 min read
CloudBees just committed to an AI-first pivot. Here’s why it matters for enterprise DevOps teams
When new CloudBees CEO Mo Plassnig took the job earlier this year, his board of directors handed him a mandate The post CloudBees just committed to an AI-first pivot. Here’s why it matters for enterprise DevOps teams appeared first on The New Stack.
The New Stack - AI2 min read
What are the MVP development services for business success?
When people hear MVP development services, they often think it's just about building a basic version of an app. In reality, a good MVP is about answering one question: Will people actually use and pay for this product?
Dev.to AI2 min read
One stack per ticket: why our coding agent works on a DB copy
Every ticket on our board gets its own stack: a branch in every repo, its own services, its own copy of the dev database and its own preview URL. We built it because coding agents made my developers faster, and the mistakes moved out of the code and into the branches around it.
Dev.to AI4 min read
Presentation: Context Is the New Code
Patrick Debois discusses how to manage, evaluate, distribute, and observe context using proven software engineering practices. He shares how treating context like code - complete with testing, CI/CD, package managers, and security scanning - enables engineering leaders to reliably scale AI coding…
InfoQ - AI/ML/Data32 min read
Step-by-Step Walkthrough: Building a 30-Day Autopilot Video Queue on Shadow
Step-by-Step Walkthrough: Building a 30-Day Autopilot Video Queue on Shadow 1. The Core Bottleneck Most creators hit the same wall by week three. They script, render, caption, schedule, then repeat. The bottleneck is not creativity.
Dev.to AI5 min read
What Is Agentic AppSec?
Learn how Agentic AppSec uses grounded, bounded, and independently verified AI agents to run the application security loop.
AI Code Completion by DeepCode Blog8 min read
Evo ADS Govern Agent Behavior Goes GA: Bringing MCP Usage Under Control
Evo ADS Govern Agent Behavior is now generally available, starting with MCP Governance. Discover, approve, monitor, log, and block MCP server usage across leading AI coding agents.
AI Code Completion by DeepCode Blog6 min read
OpenAI Just Launched Dots!
OpenAI just dropped Dots, an always-on AI agents inside ChatGPT that can work for you 24/7, even when you’re offline! In this breakdown we see: 1. What OpenAI Dots are & how they differ from normal ChatGPT 2. How they use their own cloud browser to monitor Slack, Email & GitHub 3.
KodeKloud
How I Stopped 2 AM Outage Loops Using Hindsight Memory
You know the feeling. Pager goes off at 2 AM. You stumble to your laptop, open the terminal, and stare at a PostgreSQL stack trace you've seen before — but can't remember exactly what fixed it last time. You dig through Slack threads, closed Jira tickets, and a half-finished runbook.
Dev.to AI4 min read
I Let Hindsight Remember Our Deployments. SQLite Keeps It Honest.
The useful part of a deployment agent isn't telling me what a PostgreSQL upgrade is. It's remembering what happened the last time I tried one. That became the central idea behind DeployMind, a DevOps pipeline agent I built around Hindsight.
Dev.to AI9 min read
Only Resolved Incidents Survive a Restart in My Hindsight Bank
I built an incident-diagnosis agent that remembers every outage we've resolved. The interesting part isn't the diagnosis. It is the persistence boundary I ended up drawing, and how much of the system's value lives on one side of it.
Dev.to AI5 min read
What is Jev and How to Use It with an LLM? (Free Lab)
Jev is a new AI that is making news and it doesn't chat. You can use it do small classification tasks. In this video, we take one real support ticket from a customer named Alan and follow it all the way through: what we send Jev, what comes back, and how the program decides what to do with the…
KodeKloud
How to reassign resource ownership before someone’s last day
The objective of this article is to provide a strategy to catch resource ownership going stale the moment it happens, The post How to reassign resource ownership before someone’s last day appeared first on The New Stack.
The New Stack - AI6 min read
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