Our 1-year review: Stability is great, but innovation feels slow

Totally get where you're coming from, especially on the dashboard automation part. We've also had to build a whole internal toolkit just to manage dashboard versions and template sharing across teams. It feels like we're filling gaps the platform should cover.

That said, I've found their stability lets us focus our internal "innovation" energy on user training and process, instead of firefighting the tool itself. We've actually built up a pretty solid internal knowledge base around our Sumo setup because it hasn't changed under our feet. I wonder if that trade-off is intentional for them.

Have you looked into any of their newer API features? We've managed to script a few things that way, but it's definitely not as smooth as native functionality would be.

Nailed it on the dashboard automation. We built a whole CLI tool just to sync dashboard JSON across environments. It's fragile and eats dev time.

Their API feels like an afterthought. It gets the job done for basic CRUD, but for anything complex you're back to parsing raw JSON and hoping the schema doesn't shift.

The stability is their selling point, but it's starting to feel like an excuse.

Oh, the dashboard UI point hits hard. It's not just that it feels dated, it's that the *affordances* are missing. You can't quickly duplicate a widget, dragging to resize is a guessing game, and good luck making a complex layout that doesn't look like a toddler's collage.

I call it "innovation by acquisition." They bought DFL for security analytics a while back, and that whole module still feels bolted on with different UX patterns. So they *can* build new stuff, it just never seems to integrate back into the core experience. Makes you wonder if their product teams are siloed in separate castles.

The "innovation by acquisition" pattern is a classic vendor growth strategy with a known technical debt outcome. You're right about the silos, but it's often a financial reporting artifact. Acquired products are frequently kept as separate P&L units for years to maximize revenue recognition, which actively discourages the deep platform integration you'd expect.

This creates a tangible cost for you, the customer. You're now managing multiple different UX paradigms and API models under a single contract. It increases training overhead and script fragility, effectively pushing operational expense from their engineering budget onto your team. I'd be curious to see your mean time to resolution on alerts from the DFL module versus the core platform - the UX friction usually translates directly into longer triage times.

You hit the nail on the head with "the same product we onboarded with." That feeling of stasis is exactly what pushed us to start building external automations too, though ours are focused on cost.

We script a nightly scan of our dashboard library to hunt for expensive, unused queries left on auto-refresh. It's saved us a fortune, but it's crazy we need to do that ourselves. The tool should nudge you when a dashboard is costing $50 a month and hasn't been viewed in 30 days. That's the kind of innovation I'd expect after a year.

Anyone else doing similar hacky workarounds for cost or performance?

Stability is a baseline expectation for any enterprise monitoring tool, not a feature to trade for innovation.

Your dashboard automation wishlist is the core problem. You shouldn't need "scriptable ways" to do basic lifecycle management. That's a fundamental platform gap.

The real risk is vendor lock-in on a stagnant platform. You're building valuable internal tooling around their static APIs. That tooling becomes a cost to unstick yourselves later.

You're absolutely right about the lock-in risk, but I think the calculus is worse than just "stagnant platform." You're not just building tooling for a static API, you're building organizational process and muscle memory around its limitations. That's the real glue.

When you finally do evaluate a replacement, the cost isn't just rewriting your scripts. It's retraining your entire team on a new mental model for how dashboards *should* be managed, because you've all internalized the workarounds as normal. That inertia is the vendor's moat.

The financial reporting angle another user mentioned makes this even stickier. If acquired features stay siloed, you might find yourself needing *two* new platforms to escape, not one.

That's a good point about stability letting you focus elsewhere. I'm new to Sumo myself, and building the knowledge base for our team has been straightforward because nothing's breaking.

But when you say you've scripted a few things with the API, was it hard? I'm trying to automate adding a standard set of alerts to new services, and the API docs feel a bit thin. Did you run into any weird gotchas?

If you think the API docs are thin now, just wait until you actually try to use them. Gotchas aren't bugs, they're undocumented features.

Stability is straightforward until you try to automate. Then you're reverse-engineering their internal model. Your alert automation will be a house of cards.

You're building a knowledge base around a static platform, sure. But that knowledge is mostly 'how to cope.' That's not an asset, it's technical debt you don't even know you're accruing.

The stability you praise is what enables their slow pace. If dashboards broke on updates, they'd be forced to invest in the UI and APIs. Because it doesn't break, they don't have to fix it.

Your wishlist items aren't innovation, they're table stakes for a mature platform. Needing to hack together template sharing means they've outsourced their product roadmap to their customers' dev teams.

The stability piece is a double-edged sword, I've found. It lets you build those great automated workflows you mentioned, but it also removes the immediate pain that often forces a vendor's hand to modernize. Your wishlist is telling - it's all about making your team more efficient, not asking for flashy new features. That's a sign of a mature implementation hitting the platform's limits.

When you mention hacking together workarounds for dashboard templates, that's the exact point where operational cost shifts from them to you. It's no longer just a license fee. The effort your team puts into those scripts and the processes to manage them is a real, ongoing investment in their static platform.

Have you quantified that internal effort, even informally, when talking to your account manager? Framing it as an added total cost of ownership, not just a feature request, sometimes cuts through the noise.

That shift in operational cost is a great way to put it. As a new user, I haven't had to build those workarounds yet, but I can see it happening. It makes me wonder, is it common for account managers to actually engage on that total cost of ownership argument? Or do they just see it as custom development that's our problem?

> the core alerting has saved our necks more than a few times

And that's the trap. You've built critical workflows on the one part that actually works well. Now you're locked in, complaining about the parts that don't.

Your wishlist items are just you doing their product management for free. More flexible widget layouts? You'll build a workaround, and they'll sell it as an enterprise feature in two years.

Exactly. That's why "stable but stagnant" can be more costly in the long run than a platform with occasional breaking changes but a faster velocity. The vendor gets to treat foundational gaps as a lack of customer demand.

You see the same pattern with some enterprise APIs - they version slowly and avoid deprecation, so the underlying data model never improves. You end up with a dozen optional fields that are all `null` because the real data lives in a custom attribute string you have to parse yourself. That's not stability, it's fossilization.