Operations | Monitoring | ITSM | DevOps | Cloud

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

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?

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

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.

Notes from the Field: Ivanti Workspace Control blocking user logoff on Windows Server 2025

As part of our day-to-day consulting work at GripMatix, we spend a significant amount of time in various customer environments where we are designing, validating, and troubleshooting EUC platforms. This particular issue surfaced during work for one of our customers, where we were validating Ivanti Workspace Control (IWC) on a new Windows Server 2025 environment.

Top tips: Why the most underrated tech skill today Is interpretation

Top Tips is a weekly column where we highlight what’s trending in the tech world today and list ways to explore these trends. This week, we’re looking at why interpretation matters when messages, meetings, and notifications never seem to stop. We live in a world where messages travel faster than meaning. Emails are sent in seconds, chats stack up by the hour, and meetings are recorded, transcribed, and summarized before we’ve had time to process what was actually said.

Navigating the Signal Tsunami: Why Shared Observability Matters

Digital businesses today generate a flood of telemetry—metrics, logs, traces, and events—at a scale that grows exponentially with every new application, cloud service, and user interaction. In one recent IDC survey, every organization reported sharing observability data across teams, yet nearly half said poor collaboration still prevents them from identifying performance problems.

Key Software Compliance features in InvGate Asset Management

The Software Compliance module in InvGate Asset Management gives you a clear view of your software compliance status against your organization’s contracts. From a single place, you can quickly see whether you’re using more licenses than you purchased, which software is underutilized, and when contracts are expiring, helping you stay ahead of audit risks and make decisions based on accurate data. Beyond compliance, the module also focuses on financial impact.

Software Metering: How to Track Usage With InvGate Asset Management

The Software Metering feature in InvGate Asset Management lets you monitor how applications are actually used across the different devices in your IT ecosystem. The benefits are clear. At an organizational level, Software Metering helps reduce costs, strengthen compliance, and optimize software investments across the entire company. At an operational level, it gives IT teams the clarity they need to manage applications more efficiently and plan future purchases with confidence.

Harness AI January 2026 Updates: Human-Aware SRE and Smarter API and Application Security | Harness Blog

Harness AI is starting 2026 by doubling down on what it does best: applying intelligent automation to the hardest “after code” problems, incidents, security, and test setup, with three new AI-powered capabilities. These updates continue the same theme as December: move faster, keep control, and let AI handle more of the tedious, error-prone work in your delivery and security pipelines. ‍