Operations | Monitoring | ITSM | DevOps | Cloud

Knowledge Graphs: The Backbone of AI-First Software Delivery | Harness Blog

--- ‍Key Takeaways --- AI can generate code in seconds. It still can’t ship software safely. That gap isn’t about model quality or prompt engineering. It’s about context, and most software organizations don’t have a system that accurately reflects how pipelines, services, environments, policies, and teams actually relate to each other. Without that context, AI doesn’t automate delivery. It amplifies risk.

From Data Chaos to Results: The New Data Strategy for the Agentic Era

The world is generating data at a pace that defies the human ability to draw insights and comprehend. By 2028, we’ll reach almost 400 zettabytes of global data—with over 55% of it coming from machines talking to machines. For enterprises, this isn’t just a storage problem; it’s an existential challenge.

5 Database Monitoring Tips Every DBA Should Use to Reduce Firefighting

This is a guest post from udara.ratnakumara. In a recent webinar I hosted with my colleague Chris Hawkins, Inside a DBA’s Day: What Really Happens and How to Stay Ahead, we talked through the realities of a typical DBA day and the practical ways teams can stay ahead of issues rather than constantly reacting. For many DBAs, the day doesn’t start with coffee. It starts with an alert. A report is suddenly slow. An application query is timing out.

Redgate Monitor is now available as a fully managed SaaS edition

This is a guest post from Phil James. Database teams are already juggling a lot. Monitoring the performance of complex, multi-platform estates takes expertise and focus — and that's before you factor in installing, maintaining, and updating the monitoring tooling itself. That's the tension we've been hearing from database teams for a while. The monitoring solution is supposed to reduce operational burden, yet the infrastructure that runs it adds more.

Bridge the DevSec divide: Using Grafana Cloud and Miggo for runtime protection

Note: This blog post is co-authored by Daniel Shechter, CEO and co-founder of Miggo Security. Modern runtime security is critical to understand complex systems and detect and protect against attacks, especially in rapidly evolving cloud native architectures. For many security teams, however, achieving deep visibility into runtime risks remains a moving target.

Complete HTTP Status Codes List & Reference (2026)

This is a comprehensive reference of every HTTP status code defined in the HTTP specification (RFC 9110) and common extensions. Use it as a quick lookup when you encounter a status code in your browser, server logs, or API responses. For a beginner-friendly guide to the most common codes, see From 200 to 503: Understanding the Most Common HTTP Status Codes.

Free escalation procedure template (download & customize)

Your monitoring fires at 2 AM. The on-call engineer picks up but doesn't know who to call next, what information to include, or which Slack channel to use. Sound familiar? That's what happens when escalation procedures exist only in people's heads — or worse, don't exist at all. The fix isn't complicated: a documented escalation procedure that every team member can follow under pressure. The problem is building one from scratch takes hours.

12 DevOps Tools You Should Be Using in 2026 (SREs Included)

When everything on the internet comes with an “AI-powered” tag attached and AI fatigue is in full gear, we come to the rescue with a list of tools and services for DevOps and SREs. No AI included. Twelve tools across infrastructure, security, observability, and incident management. Mostly open source. All of them solving specific problems without a chatbot in sight.

How Does a Solid State Power Bank Compare to Lithium-Ion Models in Terms of Durability?

Power banks have become essential tools for anyone who relies on mobile devices throughout the day. However, traditional lithium-ion models can raise concerns about safety and long-term durability, especially after repeated charging cycles. Solid-state power banks approach portable charging differently by using battery structures designed to remain stable and last longer during regular use.

Efficient IT Solutions for Your Business

Managing a small or medium-sized business requires juggling many roles, and technology should not be one that burdens you. Many business owners waste too much time fixing old hardware and unused software. The good news is that, when business owners adopt a focused and practical approach to managing their IT infrastructure, they can free up valuable hours every single week, meaningfully reduce their monthly operational costs, and position their company to achieve steady, reliable growth over the long term.