Operations | Monitoring | ITSM | DevOps | Cloud

AI in DevOps: How MCP and Puppet Are Changing Infrastructure Automation

AI adoption in DevOps is accelerating, but trust, accuracy, and real-world usability still matter. In this conversation, Jason St-Cyr sits down with Jessica Gao, Product Manager at Puppet, to unpack how AI is actually being used in infrastructure and operations teams today, and what’s changed over the last 12–18 months. They dive into why enterprises are moving past generic code generation tools and toward domain-specific, MCP-powered AI that integrates directly into existing workflows.

Cribl Search Demo: Security Investigation

In this demo, Nate Zemanek , Staff Solutions Engineer, shows how Cribl Search runs fast investigations. As an open data platform, Cribl Search lets you pull data from multiple sources and query everything from a single pane of glass. You’ll see how to run fast queries with the new lakehouse engine, search historical data with a federated approach, and bring everything together for full context. Then, use Notebooks to collaborate and share findings across teams to understand what happened—faster.

CMMC Requirements for 2026: How to Stay CMMC 2.0 Compliant & Prove Maturity at Any Level

CMMC requirements have been shifting recently, with a new version of the Cybersecurity Maturity Model Certification (CMMC 2.0) and distinct levels requiring distinct controls. Mandatory for practically any organization doing business with the US Department of Defense (DoD), CMMC is unavoidable all along the DoD’s supply chain.

Kubernetes multi-cluster: the Day-2 enterprise strategy

A multi-cluster Kubernetes architecture distributes application workloads across geographically separated clusters rather than a single environment. This strategy strictly isolates failure domains, ensures regional data compliance, and guarantees global high availability, but demands centralized Day-2 control to prevent exponential cloud costs and operational sprawl.

10 Best Snowflake Monitoring Tools (Updated 2026)

Snowflake is a cloud data platform designed for large-scale analytics, data warehousing, and data processing. It allows teams across an organization to run multiple data workloads on a single platform without managing infrastructure. Snowflake’s architecture is also unique. Compute and storage are completely independent and highly elastic. However, Snowflake’s per-second pricing and elastic compute model make costs highly sensitive to usage.

Nano Banana 2 API in Production: Real Use Cases and Why APIPASS Makes It Accessible

That first question is not which of the models in Google's Nano Banana model family looks better on a benchmark, but instead, which should you actually ship with? Nano Banana Pro has always had the luxury edge: higher reasoning, maximal photorealism, studio-grade fidelity. Nano Banana 2, based on Gemini 3.1 Flash Image, came with an entirely different promise - the Pro-world knowledge and output quality to Flash-speed infrastructure at penny-pinch levels of pricing.

From Observability to Action: How Product Analytics Is Closing the Loop in Modern Operations

Over the past decade, observability has become a cornerstone of modern operations. Metrics, logs, and traces have given teams unprecedented visibility into how systems behave under real-world conditions. Infrastructure can be monitored in real time, incidents can be detected faster, and performance bottlenecks can be diagnosed with increasing precision. But for all its progress, observability still leaves an important question unanswered.

The Role of Employee Monitoring in Securing Remote Teams: A Comprehensive Guide

How secure is your organisation when employees work from anywhere? Remote work has transformed how modern teams collaborate. They offer flexibility, broader talent pools, and improved productivity. Still, it has also introduced new cybersecurity challenges. 92% of IT professionals believe remote work has increased cybersecurity threats, even as organisations struggle to secure remote access points, home networks, and personal devices.