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The App Hugger's 5 Truths About Application Recovery - and an Opportunity for Innovation

Kevin McCartney

Application (App) Hugger: Someone who is obsessed with application availability, particularly from the end user perspective — in the same manner that the “server hugger” focuses on infrastructure monitoring.

1. Applications Can Be as Finicky as Cats - OK, They Can Be a Bitch to Manage

Applications are typically very complex, with many dynamic components. They are notoriously fragile since they are constructed with a very specific technical hierarchy, order and dependencies between application components — as well as within the IT ecosystem in which they run. And various application types have different architectures, as well as unique underlying relationships to their infrastructure.

This makes the task of managing multiple applications in a run-time environment very challenging. It requires that the appropriate steps must be taken, and completed in the appropriate sequence, depending on the current state of an application.

2. Users Are Great at Telling You When Something's Broken - Just Let 'Em Try Fixing It

IT operations teams spend a significant portion of their budgets on intelligent software-based systems, tools and staff to monitor their networks, servers and systems to identify problems — before their users find them.

Once a problem is identified and cause pinpointed — a challenge we'll deal with in another App-Hugger Brief — the IT staff begins an application repair or recovery process that is almost always painstakingly labor-intensive and manual — and therefore fraught with risk.

3. Re-arranging Servers and Routers on the Enterprise Titanic

And this problem is only getting more daunting: As the variety of application types (custom, commercial off-the-shelf, SaaS) and platforms (cloud, on-premise, virtual) continues to explode, application recovery becomes even more complex and labor-intensive — increasing the risk of downtime even more.

4. We All Know Scripts and Runbooks Don't Scale

Some IT departments have improved the speed and efficiency of the application recovery process over time with tools like scripts and runbook automation.

But those still require development of individual steps and libraries full of scripts that have to be created and maintained — for each individual application. In many cases the runbook is still a physical binder sitting on a shelf.

5. An Opportunity for Innovation: Why Not Push-Button App Recovery

Next generation Application Management platforms must combine features such as stateful awareness to enable “push-button” application recovery — across all of enterprise's applications, regardless of type or infrastructure. “Push-button” application recovery (PBAR) alerts an authorized IT staff member to trigger a pre-determined sequence of steps and scripts to recover an application. The sequence is based on a carefully defined set of business rules developed by the IT department.

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The App Hugger's 5 Truths About Application Recovery - and an Opportunity for Innovation

Kevin McCartney

Application (App) Hugger: Someone who is obsessed with application availability, particularly from the end user perspective — in the same manner that the “server hugger” focuses on infrastructure monitoring.

1. Applications Can Be as Finicky as Cats - OK, They Can Be a Bitch to Manage

Applications are typically very complex, with many dynamic components. They are notoriously fragile since they are constructed with a very specific technical hierarchy, order and dependencies between application components — as well as within the IT ecosystem in which they run. And various application types have different architectures, as well as unique underlying relationships to their infrastructure.

This makes the task of managing multiple applications in a run-time environment very challenging. It requires that the appropriate steps must be taken, and completed in the appropriate sequence, depending on the current state of an application.

2. Users Are Great at Telling You When Something's Broken - Just Let 'Em Try Fixing It

IT operations teams spend a significant portion of their budgets on intelligent software-based systems, tools and staff to monitor their networks, servers and systems to identify problems — before their users find them.

Once a problem is identified and cause pinpointed — a challenge we'll deal with in another App-Hugger Brief — the IT staff begins an application repair or recovery process that is almost always painstakingly labor-intensive and manual — and therefore fraught with risk.

3. Re-arranging Servers and Routers on the Enterprise Titanic

And this problem is only getting more daunting: As the variety of application types (custom, commercial off-the-shelf, SaaS) and platforms (cloud, on-premise, virtual) continues to explode, application recovery becomes even more complex and labor-intensive — increasing the risk of downtime even more.

4. We All Know Scripts and Runbooks Don't Scale

Some IT departments have improved the speed and efficiency of the application recovery process over time with tools like scripts and runbook automation.

But those still require development of individual steps and libraries full of scripts that have to be created and maintained — for each individual application. In many cases the runbook is still a physical binder sitting on a shelf.

5. An Opportunity for Innovation: Why Not Push-Button App Recovery

Next generation Application Management platforms must combine features such as stateful awareness to enable “push-button” application recovery — across all of enterprise's applications, regardless of type or infrastructure. “Push-button” application recovery (PBAR) alerts an authorized IT staff member to trigger a pre-determined sequence of steps and scripts to recover an application. The sequence is based on a carefully defined set of business rules developed by the IT department.

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Payment system failures are putting $44.4 billion in US retail and hospitality sales at risk each year, underscoring how quickly disruption can derail day-to-day trading, according to research conducted by Dynatrace ... The findings show that payment failures are no longer isolated incidents, but part of a recurring operational challenge that disrupts service, damages customer trust, and negatively impacts revenue ...

For years, the success of DevOps has been measured by how much manual work teams can automate ... I believe that in 2026, the definition of DevOps success is going to expand significantly. The era of automation is giving way to the era of intelligent delivery, in which AI doesn't just accelerate pipelines, it understands them. With open observability connecting signals end-to-end across those tools, teams can build closed-loop systems that don't just move faster, but learn, adapt, and take action autonomously with confidence ...

The conversation around AI in the enterprise has officially shifted from "if" to "how fast." But according to the State of Network Operations 2026 report from Broadcom, most organizations are unknowingly building their AI strategies on sand. The data is clear: CIOs and network teams are putting the cart before the horse. AI cannot improve what the network cannot see, predict issues without historical context, automate processes that aren't standardized, or recommend fixes when the underlying telemetry is incomplete. If AI is the brain, then network observability is the nervous system that makes intelligent action possible ...

SolarWinds data shows that one in three DBAs are contemplating leaving their positions — a striking indicator of workforce pressure in this role. This is likely due to the technical and interpersonal frustrations plaguing today's DBAs. Hybrid IT environments provide widespread organizational benefits but also present growing complexity. Simultaneously, AI presents a paradox of benefits and pain points ...

Over the last year, we've seen enterprises stop treating AI as “special projects.” It is no longer confined to pilots or side experiments. AI is now embedded in production, shaping decisions, powering new business models, and changing how employees and customers experience work every day. So, the debate of "should we adopt AI" is settled. The real question is how quickly and how deeply it can be applied ...

In MEAN TIME TO INSIGHT Episode 20, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA presents his 2026 NetOps predictions ... 

Today, technology buyers don't suffer from a lack of information but an abundance of it. They need a trusted partner to help them navigate this information environment ...

My latest title for O'Reilly, The Rise of Logical Data Management, was an eye-opener for me. I'd never heard of "logical data management," even though it's been around for several years, but it makes some extraordinary promises, like the ability to manage data without having to first move it into a consolidated repository, which changes everything. Now, with the demands of AI and other modern use cases, logical data management is on the rise, so it's "new" to many. Here, I'd like to introduce you to it and explain how it works ...

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