Operations | Monitoring | ITSM | DevOps | Cloud

From Atlassian JSON to Actionable Audit Insights

Atlassian audit logs carry high-value security and operational signals, yet the raw format makes them hard to use in day-to-day investigations. Nested JSON, arrays inside arrays, and localization keys turn routine questions into slow, manual work. For lean Security and IT teams, that friction shows up as delayed triage, fragile dashboards, and alerts that fire without enough context to act.

From Ukraine to the Cloud: Stories of IPv4 Migration

This post expands on our analysis from last year that revealed that as much as 20% of IPv4 space has migrated out of Ukraine in the years following the Russian invasion in February 2022. This update reveals that AT&T (a popular destination for Ukrainian IPs) has since implemented a policy ridding itself of customers using AS7018 to originate their routes, often to support residential proxies.

Log Drains Now Available: Bringing Your Platform Logs Directly Into Sentry

Sentry now supports log drains, making it easy to forward logs into Sentry without any application code changes or manual project-key lookups needed. If your logs already exist somewhere else, you can now see them alongside errors and traces in Sentry, no code changes required. Already want to get started? The quickstart guide is one click away.

Why Context, Not Prompts, Determines AI Agent Performance

Prompt engineering improves single responses, but agent performance is determined by how execution context is captured, replayed, and constrained over time. For the past few years, enterprises have obsessed over prompts, with entire roles emerging around their design and an ecosystem of tooling and templates following close behind. This focus delivered early gains because it allowed teams to rapidly improve outputs without modifying the surrounding system. Over time, those gains flattened.

Datadog acquires Propolis

Generative AI enables teams to write and ship code faster than ever. But current methods for testing and quality assurance have not evolved to match the new pace and scale of deployments. Manual and deterministic testing paths quickly become obsolete when new features are released, and they fundamentally can’t test AI outputs, leaving a massive untested surface area. To keep up, teams need new testing methods that can define what goals users have, and ensure that their outcomes match.

How Qovery uses Qovery to speed up its AI project

Discover how Qovery leverages its own platform to accelerate AI development. Learn how an AI specialist deployed a complex stack; including LLMs, QDrant, and KEDA - in just one day without needing deep DevOps or Kubernetes expertise. See how the "dogfooding" approach fuels innovation for our DevOps Copilot.

How to Buy ISBN Numbers Step-by-Step (Without Overpaying or Getting Scammed)

You have done it, the manuscript is polished, the cover is designed, and you are ready to share your story with the world. But before you can see your book on a physical or digital shelf, there is one last technical hurdle to clear: securing your ISBN. In 2026, the process to buy isbns is remarkably fast, but it is also filled with pitfalls that can cost a first-time author hundreds of dollars in unnecessary fees.

Safety Above All: Choosing the Right Fall Protection Solution for Your Job Site

In the world of construction and industrial maintenance, the stakes are literally high. Falls remain the leading cause of fatalities in the workplace, and yet, many of these tragedies are entirely preventable. Selecting a fall protection solution isn't just about checking a compliance box for OSHA; it's about building a culture of safety where every worker feels secure enough to do their best work. But with so many options-from guardrails to personal fall arrest systems (PFAS)-how do you determine which is the right fit for your specific project?

Why Professional Dock Builders Are a Game Changer

Owning waterfront property is a dream for many, offering a private slice of serenity and a direct gateway to recreation. However, your shoreline is only as functional as the structure that connects you to the water. While the DIY spirit is admirable for a garden shed, a marine environment is a different beast entirely. If you're looking to transform your shoreline, hiring professional dock builders isn't just a luxury-it's a strategic investment in safety, longevity, and property value.