· software
Understanding agents: Foundational, custom, and external
Welcome to Part 3 of our eight-part guide, Getting started with GitLab Duo Agent Platform, where you'll master building and deploying AI agents and workflows wi...
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- · software
Understanding flows: Multi-agent workflows
Welcome to Part 4 of our eight-part guide, Getting started with GitLab Duo Agent Platform, where you'll master building and deploying AI agents and workflows wi...
- · devops
Refactor the Terraform Script — Restoring Balance
Problem with Manual LocalStack Configuration When using Terraform with LocalStack, many developers add a lot of provider settings that are only needed for the...
- · devops
Azure Machine Configuration, Linux, and DSC Configuration
!Cover image for Azure Machine Configuration, Linux, and DSC Configurationhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,forma...
- · devops
I’ve SSH’d Into EC2 Dozens of Times. This One Still Took 4 Hours!
The Problem Yesterday I spent four hours trying to SSH into an EC2 instance. I tried from both macOS and Windows terminals, suspecting a local system issue, bu...
- · devops
[Paper] MixServe: An Automatic Distributed Serving System for MoE Models with Hybrid Parallelism Based on Fused Communication Algorithm
The Mixture of Experts (MoE) models are emerging as the latest paradigm for Large Language Models (LLMs). However, due to memory constraints, MoE models with bi...
- · devops
Top 10 AWS Migration Tools to Use in 2026
Introduction AWS migration conversations have matured. Most organizations are no longer asking if they should move to AWS, but how to do it without disrupting...
- · devops
[Paper] Multivariate Polynomial Codes for Efficient Matrix Chain Multiplication in Distributed Systems
We study the problem of computing matrix chain multiplications in a distributed computing cluster. In such systems, performance is often limited by the straggle...
- · devops
If I Had to Learn DevOps Again in 2026, This Is the Path I’d Follow
I’ve been in tech for over a decade. If I were starting DevOps from scratch today, I wouldn’t follow most of the tutorials people usually recommend—not because...
- · devops
DevSecOps In Digital Banking: Balancing Fast Releases With Regulatory Compliance
In the digital banking sector, fast releases of new features and security patches have become the norm. Unfortunately, many institutions lack the organization o...
- · devops
Lessons from 2025: The Year “Agent Mitigation” Became a Thing
Explore the emergence of agent mitigation as a formal discipline in response to 2025's AI failures, highlighting best practices for secure and reliable AI agent...
- · devops
Part 2: From Reactive to Predictive: Training LLMs on Your Incident History
Part 2: Discover how to harness incident history and AI to predict and prevent operational issues before they escalate, improving efficiency in Site Reliability...