Can AI Replace Mentorship for Junior Developers?
AI can answer the question. But can it replace the mentor? Rob, Hanabel, and Webster discuss what junior developers need in the age of AI.
Operations | Monitoring | ITSM | DevOps | Cloud
The Place Where Modern Operations & Technology Come Together
JFrog Artifactory Now Integrates Natively with Artifact Registry in Google Cloud
Teams running containerized workloads on Google Cloud have long relied on JFrog as their single source of truth for container images. The missing piece has been getting Google Cloud’s own runtime services — like Cloud Run and Google Kubernetes Engine (GKE) — to pull directly from JFrog for every container image pull. I’m happy to say that the gap is now closed. Artifact Registry in Google Cloud has introduced a new repository mode called Connector that addresses this requirement.
How to right-size your existing Claude skills
You shipped a skill. It worked. You closed the tab. That’s the whole problem. Model choice is a decision you make once, at the moment you’re least equipped to make it: before the skill is even authored. Then you never revisit it, because the skill stopped being interesting the day you got it working. So go back and check. Here’s how.
How to build the business case for AI
A strong AI business case ties a specific goal to a measured outcome and a fully-loaded cost. Most fail because they skip one of the three: no clear mandate, an over-broad "AI fixes everything" scope, or a cost estimate that ignores adaptation and error-correction. Build it in six steps: define goals, identify uses, break work into tasks, evaluate models, assess total cost, then launch and refine. Most companies are now spending on AI. Far fewer can show what they got back.
Shipped: Cost anomalies and savings recommendations, delivered into ServiceNow
If your engineering teams run on ServiceNow, incidents are where they get work done. Putting cost work into an incident gives it the same path to resolution as any other work item your team handles. When a cost anomaly arrives as an incident, your teams route it, assign it, and resolve it on their usual SLAs. When a savings recommendation arrives as an incident, an engineer owns it and acts on it. Now you can send either straight into ServiceNow.
Icinga Director: Targeted Health Checks and Sync Rule/Import Source Deletes from CLI
Icinga Director’s CLI commands have supported import sources and sync rules for a long time, which includes listing, checking and running them. Before Icinga Director v1.11.6 two things you couldn’t do from the CLI, though, were narrowing a health check down to a single object, or deleting an import source or sync rule without opening the web UI. I’ll walk through both, using examples.
Freezer Management Software: How Food and FMCG Companies Track, Maintain and Control Freezers in the Field
For food and FMCG companies, managing freezers becomes more complex once equipment moves outside warehouses and company facilities. Freezers may be placed at supermarkets, retail stores, restaurants, distributors, convenience stores, and other customer locations, often across hundreds of cities or territories. At that scale, spreadsheets and manual field checks make it difficult to answer basic operational questions. Where is a particular freezer? Which outlet is responsible for it?
How to Make Your Trade Show Booth Work Harder for Your Marketing Strategy
A trade show booth is more than a physical space on the exhibition floor. It is an opportunity for a company to attract attention, communicate its value, interact with potential customers, and support broader marketing goals. However, simply having an attractive booth does not guarantee results. The display needs to work as part of the overall marketing strategy, from attracting visitors to communicating the right message and encouraging meaningful conversations.
Staking: A Mechanism for Securing Distributed Networks
Blockchain ecosystems require economic incentives to maintain operational integrity. Within these frameworks, Staking emerged as a fundamental process where participants commit digital holdings to validate transactions. This overview examines reward structures, platform selection, and asset-specific considerations for newcomers exploring this domain.
Best news APIs in 2026: 6 platforms compared for coverage, enrichment, and cost
Content teams and AI builders no longer treat "news API" as one category. Some products need a raw headline feed for a dashboard; others need clustered, entity-tagged articles that slot straight into a retrieval pipeline without building a separate NLP layer on top. This list compares six providers worth testing in 2026: Newscatcher API, NewsAPI.org, GNews, Mediastack, NewsData.io, and Webz.io, judged on source coverage, enrichment, real production pricing, and how far the free tier actually goes.