Operations | Monitoring | ITSM | DevOps | Cloud

AI has become incredibly sophisticated and changed the way we build and power applications. But it has also introduced volatile complexity that challenges how we ensure reliability and protect user experiences. Join our panel of experts as they discuss the realities of building AI-powered applications. They’ll talk about how testing has evolved, share insights into how they do evals and experiments, and offer advice on how to get better visibility into how your AI is performing.

CircleCI automatically generates fix prompts for failed pipelines. Copy one into Claude Code, Codex, Cursor, or your coding agent of choice to diagnose failures, make fixes, and rerun pipelines with the CircleCI CLI.

Was this the worst week in cybersecurity? AI-discovered PHP2Shell vulnerabilities, the LiteLLM supply chain attack, and reports of unauthorized AI agents accessing bank accounts are exposing serious weaknesses in software security. But is this really a cybersecurity problem, or has AI exposed decades of poor software engineering decisions? In this episode of ShipTalk, Martin Reynolds and Adam Arellano break down a remarkable week in AI security and debate whether engineering or security teams should be responsible for fixing what comes next.

Learn how AI handles different types of testing, from simple unit tests to complex end-to-end setups. Discover where AI succeeds in writing test code and where human strategy is still needed. Learn more: speedscale.com.

Learn how to test your application's fallback mechanisms by intentionally injecting chaos and simulated dependency failures into recorded API traffic. Easily configure scoped rules to inject status code errors or delays during mock runs to verify your app handles failure gracefully. Learn more: speedscale.com.

Cloud and AI spend in one place, tied to the teams, products, and customers behind it. Your bill tells you what you spent. CloudZero tells you why, and whether it paid off. This quick tour shows how CloudZero pulls cost from AWS, Azure, GCP, Kubernetes, Snowflake, OpenAI, Anthropic, and more, then allocates it to what your business actually cares about. No perfect tagging required.

A Gartner survey of 782 I&O leaders found that only 28% of AI use cases in infrastructure and operations fully succeed and meet ROI expectations, while 20% fail outright. Among the 57% of I&O leaders who reported at least one failure, many said their AI initiatives failed because they expected too much, too fast.

Cribl Detect helps security teams use an open, platform-first architecture for SIEM workflows, including compliance, detection, investigation, and response. This video explains how Cribl Detect combines telemetry pipelines, real-time detection, structured search, federated investigations, long-term retention, and open integrations.

Asset Infinity for power and energy: a 11-minute walkthrough on Tamarack Energy Cooperative, a generation and transmission cooperative in Kansas with a 620 MW combined-cycle plant, a peaking station, a 62-turbine wind farm, a solar farm with a 50 MW / 200 MWh battery, 345, 115 and 69 kV substations and lines, and a line operations center. A G&T is judged on keeping the lights on, safely, at a price its members can afford. We walk through the nine problems that keep a generation and transmission operations team up at night, and how Asset Infinity solves each one.