Operations | Monitoring | ITSM | DevOps | Cloud

AWS Batch On EKS: Streamlining Containerized Workloads

Machine learning pipelines are getting heavier by the day. From model training to large-scale inference and data preprocessing, compute demands are scaling faster than teams can manage. Kubernetes clusters groan under unpredictable job spikes. Static infrastructure wastes money when workloads slow down. The result? Organizations are perpetually chasing flexibility, automation, and cost efficiency. AWS has quietly built a solution to establish that balance.

Your Guide To Inference Cost (And Turning It Into Margin Advantage)

AI adoption is exploding, but margins aren’t. In fact, an MIT analysis reports that 95% of organizations have yet to see measurable ROI from GenAI. This gap becomes obvious as soon as teams push a model into production and usage begins to scale. For most workloads, the pressure comes after training. Every message, call, query, completion, or retrieval triggers compute behind the scenes. That real-time execution is what AI inference is all about.

Which Observability Tool Helps with Visibility Without Overspend

If you’re trying to control observability spend without cutting visibility, the platforms that usually offer the best cost balance at enterprise scale are Last9, Grafana Cloud, Elastic, and Chronosphere — depending on the shape of your telemetry and the level of operational ownership you want.

Rollbar + Zapier AI: Automatically Generate Clear, Actionable Jira Tickets

How do you turn raw error payloads into clean, meaningful ticket summaries without touching a line of code? Engineering teams rely on fast, accurate error context to resolve issues efficiently. Rollbar does a great job capturing rich payload data at the moment an error occurs, but getting that data into your issue-tracking workflow can still require manual triage—especially if you want clean, human-readable summaries in Jira.

Best Multiplayer Games for Small Groups

Grab your 2-6 closest friends (or that one reliable duo partner) and dive into chaos. Small-group multiplayer shines for intimate co-op grinds, hilarious party fails, and tense squad wipes-no massive lobbies or voice chat overload required. In December 2025, these titles dominate Steam with perfect scaling for tiny crews: duos for dates, trios for raids, quads for horror screams. From survival betrayals to kitchen nightmares, here's the top 10 ranked by current popularity (Steam concurrent) and small-group fit. Data as of Dec 5, 2025.

A Guide to the Best ERP Systems That Keep Defense Contractors Audit-Ready

In A&D, precision, security and accountability are national imperatives. For defense contractors, this translates into an environment of intense scrutiny. Enterprise resource planning (ERP) solutions help defense contractors address industry challenges and confidently pass audits. Discover what ERP features to look for and the top providers of ERP solutions for the defense industry to keep operations secure, efficient and audit-ready.

How Financial Automation Is Benefiting the Back Office for SMBs

Financial automation can help small businesses in many ways. The back office will have fewer states when it comes to management and administrative tasks, and can see a reduction. This can help the staff in the back office use their time and efforts much more efficiently. But more than that, you can also expect to see better accuracy and consistency, and real-time data insights.

Key Business Strategies to Survive 2026

The business landscape is rapidly evolving, and is being shaped and influenced by technological acceleration, workforce and consumer expectations, economic volatility and more. If you do not have key strategies in place to create a solid foundation for your business and to grow, you will find yourself unable to adapt and left behind by competitors who have leveraged the right strategies. You want to have the right strategies in place for 2026 and beyond, so that you can.

New Vehicle Monitoring Capabilities In The Works For 2026

Technology for keeping track of vehicles is advancing and companies are gaining more control and oversight. But the project isn't yet complete. There's still room to improve. In 2026, we expect all sorts of new advancements to take center stage in the business world. These will offer managers new capabilities and allow them to really increase productivity to levels they never imagined.