Operations | Monitoring | ITSM | DevOps | Cloud

From Chef to Chief Architect: Navigating the Intersection of AI and Data Security | Harness Blog

In the world of enterprise software, the transition from traditional DevOps to modern AI-driven delivery is less like a flip of a switch and more like a high-stakes kitchen. As Devan Shah, Chief Architect at IBM, puts it: the ingredients have changed from food to code, but the need for a precise, governed process remains the same.

New high availability architecture for Aiven for PostgreSQL in limited availability

At Aiven, we use and contribute to open source to build our managed data platform. In the early days of Aiven for PostgreSQL, robust cloud-native tools for high availability and streaming backups did not exist at the level we needed. So we built our own. We created pglookout to monitor replication and handle failovers, and we built pghoard for backup and restore using object storage. These tools served us and thousands of our customers well for years. But the open-source PostgreSQL ecosystem has grown.

Getting started with Claude Code and CircleCI

AI-powered coding tools are changing how developers work. Tools like Claude Code can write functions, refactor code, and build features through natural conversation, often faster than you could type them yourself. But speed creates its own risks. AI-generated code can contain subtle bugs, reference packages that don’t exist, or misuse APIs in ways that only surface at runtime. That’s where continuous integration comes in. CI is a safety net that lets you move fast confidently.

The Benefits of Distributed Network Monitoring for Multi-Site Businesses: Why Hybrid Work Changed Everything

Most companies rewired how their people work, not once but twice. First for remote, then for RTO (Return to Office). Their network monitoring never caught up. So, what happened? IT teams are managing a network that spans headquarters, branch offices, home setups, and cloud apps with tools that still assume everyone's connecting back to one place. When something breaks (and it will), nobody can pinpoint where. IT takes the blame. Users lose productivity. Leadership loses patience.

How Coralogix's Data Pipeline Turns Obscure Data into Clear Business Value

Observability data arrives as a flood of signals, full of potential, but rarely consistent. Error messages and debug logs can reveal what businesses care about: reliability, customer experience, and revenue. The challenge is turning raw technical events into information the whole organization can act on. Many observability systems store data first and structure it later, forcing teams to rebuild context in dashboards and queries, often duplicating logic across services.

Getting started with Gemini and CircleCI

AI coding assistants like Gemini are changing how developers write code. They can generate entire functions, debug tricky issues, and help you move faster than ever before. But with that speed comes a new challenge: how do you make sure AI-generated code actually works? AI assistants are powerful, but they’re not perfect. They can introduce subtle bugs, miss edge cases, or generate code that breaks existing functionality. That’s where CI (continuous integration) comes in.

Trends Shaping Cross-Border Tech Recruitment in 2026

Here's the reality: distributed engineering teams have moved from bold experiment to business-as-usual. The challenge? Hiring globally in 2026 has gotten messier than ever before. Compliance rules keep morphing beneath your feet. AI recruiting tools that promised to simplify your life have introduced surprising complications.

How Wireless Networks Enhance Operational Efficiency

Network downtime costs businesses around $5,600 per minute according to the Information Technology Intelligence Consulting Corporation. Most companies find out the hard way that their network infrastructure directly impacts profit margins. Wireless networks have shifted from nice-to-have upgrades to strategic business tools. The difference between wired and wireless setups goes beyond cable management. Companies report measurable gains in how fast employees get work done. Maintenance bills drop. Response times during busy periods improve. These aren't small changes either.

Why Businesses Are Turning WiFi Into a Marketing Channel

Most cafés, gyms, and retail stores already hand out the Wi-Fi password like napkins. It keeps customers lingering, keeps the kids happy, and feels like table stakes in 2026. Yet savvy marketers are now asking a smarter question: if every phone in the room is touching our network, why aren't we using that moment to introduce ourselves, learn a little, and invite the guest back? That curiosity is exactly why businesses are turning Wi-Fi itself into a marketing channel and why BeamBox is grabbing headlines.