Systems | Development | Analytics | API | Testing

4 Steps to Take Back Control of Your Java Release Cycle and Manage Dependencies Better

Feb 12, 2026 By Perforce In Perforce
Regaining control of your Java release cycle can dramatically improve build stability, security, and developer productivity. In this video, Perforce OpenLogic experts share practical guidance on Java dependency management, including how to audit dependencies, govern their use, and reduce risk in complex builds.
View Video

Navigating Spring Dependencies (Spring Boot and Framework)

Feb 12, 2026 By Perforce In Perforce
Navigating Spring dependencies can be challenging. As many Java developers know all too well, the biggest risk in maintaining legacy Spring applications isn’t in the code you wrote — it’s in the web of dependencies you inherited. Hidden deep in your build files, these libraries can make or break your application’s ability to stay secure and up to date. In this video, OpenLogic experts explain how transitive dependencies in older versions of Spring Boot and Spring Framework can negatively impact your application's stability and security.
View Video
WSO2

Are Your APIs Ready for AI? Preparing Your Landscape for Intelligent Consumption

Feb 11, 2026 By Erik Wilde In WSO2
Getting APIs to work with AI has become one of the major themes in the API space recently. And that’s not surprising because APIs are at the core of an AI’s ability to reach out into the world, to get access to data and information, and to invoke commands and workflows to act. This was always what APIs were for, but in this article we will dive a little deeper what that evolution looks like, and what that means for API governance and management.
Read Post
WSO2

What is Semantic Caching?

Feb 11, 2026 By Matt Tanner In WSO2
When we think of a typical API, part of a production-ready setup generally includes a cache. This cache allows for similar requests to be served without having to do the entire roundtrip. But when it comes to AI applications powered by large language models, traditional caching falls short. This is because queries to an AI endpoint may look different in terms of how things are worded or phrased but actually mean the same thing semantically.
Read Post
bitrise

You don't have to choose between GitHub and Bitrise

Feb 11, 2026 By Ben Boral In Bitrise
If you're part of a GitHub shop evaluating Bitrise for your mobile app teams, you might be hearing a familiar objection: "Why add another tool? GitHub Actions is our org standard, and it will work for mobile." It's a reasonable point. Nobody wants to maintain a snowflake system that sits outside the approved tool list. But here's the thing — it doesn't have to be GitHub Actions *or* Bitrise. The reality is that mobile CI/CD has unique demands.
Read Post
dreamfactory

On-Prem Enterprise Alternatives to Cloud-Hosted AI Dev Tools | DreamFactory

Feb 11, 2026 By Terence Bennett In DreamFactory
This guide explains how enterprises can replace cloud-hosted AI developer tools with secure, on-prem alternatives. It covers architectures, governance, and selection criteria that meet compliance and performance goals. You will learn how teams stand up private code assistants, model gateways, vector search, and policy controls behind the firewall.
Read Post
antino

How to Prioritize AI Investments Using the Impact-Maturity Matrix?

Feb 11, 2026 By Radhakanth Kodukula In Antino
AI is no longer an experimental line item in the budget. For most U.S. CXOs, the real challenge in 2026 is far more practical: where should we place our bets first? With dozens of AI use cases competing for attention, capital, and executive sponsorship, prioritization has become a boardroom conversation, not a lab discussion. Are you investing in AI initiatives that can move the needle this fiscal year, or are you spreading resources thin across pilots that never scale?
Read Post
antino

Retail App Development Guide 2026

Feb 10, 2026 By Vartika Mangal In Antino
Wondering why your retail business isn't scaling the way you'd hoped? In a world where 76% of consumers say convenience is their top priority, building a smart, user-friendly retail app is essential. The retail landscape is changing faster than ever. Are your customers ghosting you at checkout? Are your in-store efforts falling short despite decent foot traffic? These are signs that traditional methods may no longer be enough.
Read Post
honeybadger

FastAPI error handling: types, methods, and best practices

Feb 10, 2026 By Aditya Raj In Honeybadger
Errors and exceptions are inevitable in any software, and FastAPI applications are no exception. Errors can disrupt the normal flow of execution, expose sensitive information, and lead to a poor user experience. Hence, it is important to implement robust error-handling mechanisms in FastAPI applications. In this article, we will discuss the different types of FastAPI errors to help you understand their causes and effects.
Read Post
dreamfactory

The Hidden Cost of Building Your Own LLM Data Layer

Feb 10, 2026 By Kevin Hood In DreamFactory
For most businesses, the break-even point for self-hosting only makes sense if processing 100–200 million tokens daily. Otherwise, managed API solutions are more cost-effective, faster to deploy, and easier to maintain. Alternatives like DreamFactory offer pre-built, secure API layers, saving time and money while simplifying enterprise AI integration. Bottom line: Building your own LLM data layer is a major investment with hidden challenges.
Read Post

Copyright © 2026 OpsMatters™. All rights reserved.