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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

What Do You Use for AI Agent Infrastructure? The Complete Guide to Building Production-Ready Agent Systems

Jan 31, 2026 By Alin Dobra In Bunnyshell

The question "what do you use for AI agent infrastructure?" has become one of the most searched queries in the DevOps and platform engineering space. And for good reason: the global AI agent market is projected to grow from $5.1 billion in 2024 to $47.1 billion by 2030, representing a compound annual growth rate of nearly 45%. With 85% of enterprises expected to implement AI agents by the end of 2025, getting the infrastructure right has never been more critical.

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Track OpenAI Spend: Explain Where Your OpenAI Budget Goes

Jan 30, 2026 By Lyne Carolyne In CloudZero

The inevitable happened. A while back, Gartner projected that in 2026, 30–50% of all new SaaS product features would use LLM inference. That meant OpenAI-style costs would become a standard part of SaaS COGS. Today, OpenAI has become one of the most operationally significant line items for SaaS companies. But for many teams, this creates an uncomfortable gap. Engineering sees OpenAI as a fast path to innovation.

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Resolve's Zero Ticket Minute - Ep. 8 #itautomation #agenticai #aiautomation

Jan 30, 2026 By Resolve In Resolve

Proof of concept season is over. In Zero Ticket Minute Ep. 8, Ian Coppock explains why AI is now judged by results, not demos. If it’s not reducing downtime, cutting costs, or stopping 2 a.m. pages, it’s not delivering value. The shift is here. From experimentation to execution.

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How to Mature Your FinOps Capabilities Without Rushing Optimization

Jan 30, 2026 By Turbo360 In Turbo360

In this episode of the FinOps on Azure Podcast, Nicole Boyd breaks down how the FinOps maturity model works in practice, why many teams struggle in the early stages, and what needs to be in place before optimisation can deliver real value. The conversation covers measurement, data trust, ownership, and why FinOps is an operating model not a one-time project.

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Keeping Frontier Models Reliable at Mistral AI with Rootly

Jan 30, 2026 By Rootly In Rootly

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Database Administration Made Easy With dbForge Edge

Jan 30, 2026 By Devart In Devart

Simplify database administration across multiple platforms with dbForge Edge. This video shows how dbForge Edge helps you handle performance tuning, backups, security, and migrations across multiple database systems. Optimize SQL performance Automate database backups Manage users and permissions Migrate databases in minutes.

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Connect Oracle using Dapper ORM

Jan 30, 2026 By Devart In Devart

Learn how to use Dapper with dotConnect for Oracle to build a clean, high-performance data layer in your.NET applications. This tutorial covers installation and setup, as well as CRUD operations (Create, Read, Update, Delete) with Oracle databases.

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How PayPal Reduced Latency by 24% with HAProxy

Jan 30, 2026 By HAProxy Technologies In HAProxy

This is how PayPal reduced latency by 24% while increasing security and convergence across their business units. By utilizing a Universal Mesh built on the foundation of HAProxy, they were able to build a private connectivity layer despite major IP overlaps.

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SSIS Data Flow Components 4.0: Ready for Visual Studio 2026, SQL Server 2025, and Beyond

Jan 29, 2026 By dotConnect Team In Devart

We are excited to announce the release of SSIS components Data Flow Components version 4.0, an update that delivers expanded compatibility with the latest development tools and database platforms. Version 4.0 introduces full support for Visual Studio 2026 and Visual Studio 2026 Insiders, ensuring developers can seamlessly adopt Microsoft’s newest IDE while continuing to work with familiar workflows.

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Refactor Safely with AI: Using MCP and Traffic Replay to Validate Code Changes

Jan 29, 2026 By Matthew LeRay In Speedscale

So as software engineers using AI coding assistants, we’re quickly learning of a new anti-pattern: Hallucinated Success. You give your agent (e.g. Claude via terminal or various IDE code assistants) the command “refactor the billing controller.” The agent happily complies, churning out nice clean code. The agent even goes so far as to write a new unit test suite that passes at 100%. You integrate it. Your test suites pass. Your production code breaks. Why?

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