Operations | Monitoring | ITSM | DevOps | Cloud

JPGtoText Review 2026 - How Well Its OCR Tools Handle Text, Spreadsheets, and More

We all know that turning images into editable text and spreadsheets is now possible, thanks to OCR-powered tools. However, it is also true that this process isn't always as smooth and accurate as many tools claim. In fact, numerous factors such as image quality, layout complexity, lighting conditions, etc., play a key role in determining the final output. That's where the real difference between average and high-performing OCR tools becomes evident.

The $600 billion wake-up call: New Splunk research reveals downtime is a systemic business crisis

600 billion annual impact: Aggregate downtime costs for the Global 2000 have soared 50% in two years. $15,000 per minute: The average cost of downtime for organisations, highlighting the immediate financial impact of service disruptions. 3.4% stock price drop: The average decline in shareholder value following a single downtime incident.

The New Compliance Crisis: AI Is Outrunning Its Controls

Enterprises have spent decades refining compliance frameworks around workflows that were linear, predictable, and well-documented. These frameworks were built for systems that executed actions deterministically and for human operators who made decisions slowly enough for oversight to keep up. In that environment, compliance could function as a retrospective discipline because the evidence required to validate behavior generally existed in complete, stable form.

Slack Round Robin Assignment: Guide and Best Tools

Round robin assignment distributes incoming work equitably across a group of team members by cycling through the list in order. Each new item goes to the next person in the rotation, ensuring no one person accumulates a disproportionate share of the workload. In Slack, where teams receive support tickets, alert notifications, PR review requests, and customer issues as incoming messages, round robin assignment gives those items clear ownership the moment they arrive.

How to Manage Complex On-Call Rotations and Schedules

A simple round-robin rotation works well when you have a small team with a single service and predictable incident patterns. It breaks down quickly when you have engineers across three continents, multiple services with different criticality levels, a mix of senior and junior responders, and a team that expects fair, sustainable coverage across weekends, holidays, and different time zones.

12 IT Infrastructure Best Practices Every IT Leader Should Follow

Why do IT infrastructure issues continue to slow down teams even when tools keep improving? In most IT environments, the challenge is not a single failure. It is a set of ongoing operational gaps that are easy to overlook but difficult to control over time. A few of the common challenges include: In 2026, IT environments are more distributed and fast-changing than before. Hybrid infrastructure, cloud adoption, and strict compliance requirements make consistency harder to maintain.

Keep your Agents Under Control with agent-belt

You’re shipping a product with an AI-facing interface, or embedding AI-facing interfaces across your existing product line – skills your customers trigger, MCP servers their agent reaches for. Indie author or enterprise, your code runs in someone else’s agent runtime, against a model that updates every other day and a CLI that updates every other week. Cursor 2026.05.05-84a231c rolls out. Claude Code 2.1.132 lands the same week. OpenAI bumps gpt-5.5.

How much engineering time is your infrastructure consuming?

Most engineering teams underestimate the time infrastructure demands from them. The hidden cost isn't in provisioning, it's in the accumulated friction of environment drift, manual handoffs, and repetitive infrastructure maintenance that quietly consumes hours your team should be spending on product.

Cloud has a climate cost. Here's our plan to reduce ours.

Cloud hosting is not invisible. Every project deployed, every resource provisioned, every region selected carries a real energy cost, and that energy cost has a climate cost. At Upsun, we've known this for a while. What we're sharing today is where we stand, what we measured, and what we've committed to doing differently from 2026 onwards. Our ambition is calibrated to what we can credibly deliver, and we think being upfront about that matters more than overpromising.