How Whiskerlabs tripled deployment success while protecting 1M+ homes

Operating at this level of responsibility requires unprecedented coordination to keep systems running at all times. When lives depend on the systems you deploy, any point of friction creates a ripple effect that can put people in danger.

These hurdles are hard to overcome when the margin of error is razor thin. It requires more than just robust infrastructure — it requires a fundamental shift in how teams approach production deployments.

Beyond Tribal Knowledge

When teams are small, institutional knowledge is manageable. Someone nearby always has the answer. But when your team's actions touch around 25 interconnected services, production deployments become a coin flip rather than routine.

When critical infrastructure knowledge isn't documented, deployment becomes a dependency on individuals, not a process.

High-stakes deployments

This challenge is most acute in industries where downtime directly impacts an organization financially, operationally, and reputationally.

A trap many organizations fall into — especially at scale — is concentrating infrastructure knowledge within a single person who must review all high-stakes changes.

Whiskerlabs regularly performs high-stakes deployments given the nature of its product and infrastructure. A single misconfigured security group or database change could affect millions of lives. Decisions like these cannot depend on an engineer's availability or mental state at any given moment.

What attracted Whiskerlabs to Overmind was the promise that institutional knowledge could be democratized and made available to everyone within the organization.

Teams often choose tools that satisfy immediate needs, or default to the same undocumented knowledge patterns they're already accustomed to, without considering the long-term implications or the negative effects on other workflows.

Adoption

Whiskerlabs needed a tool that could increase the velocity at which they build while providing full visibility across their infrastructure.

Initial trial · W1

During the first week of adoption, building trust among Whiskerlabs engineers was critical. We got things underway by simulating previous changes that had caused outages, to see whether Overmind could have prevented them.

Overmind identified 100% of the changes that had previously broken their infrastructure — in just the few minutes it took to calculate the Blast Radius and surface potential risks.‍

"Overmind excels in risk evaluation, preventing issues before they arise." — Tobias McCurry, Global Security @Whiskerlabs

Full adoption · W2

Within two weeks of implementation, engineers began receiving and reviewing their first real risks surfaced alongside active changes. It quickly became clear that a preventive measure can potentially render reactive deploy strategies useless.

Mandatory workflow check · W4

Once word got out, everyone started integrating Overmind into their workflow — adoption spread rapidly throughout the organization, becoming the second mandatory check within it.

Whiskerlabs's usage of Overmind remains at 100%. The platform proved there's a better way, one through which engineers can innovate boldly, deploy faster, and protect what matters most.

Where Overmind wins

Most startups in the space are focused on providing a paper trail when an outage occurs. Overmind focuses on prevention. Imagine a system that can simulate your change and its rippling effects before you decide to merge.

At Whiskerlabs, a culture open to adopting new tools combined with a solution built specifically for preventing outages culminated in a powerful workflow. The result: reduced time between deployments while increasing confidence in what's being deployed.

"Fewer delays and less scrambling to fix things last minute." — Tobias McCurry, Global Security @Whiskerlabs

Overmind is intentionally designed so that it stops you when a deployment can potentially cause an outage, and will cheer from the sideline when a change is safe to proceed.

For Whiskerlabs, this means engineers can move quickly without sacrificing reliability, and infrastructure knowledge is no longer locked away in a few key individuals.

The confidence to move fast

The best tools aren't the ones that do the most things, but the ones that help people work faster naturally. As Whiskerlabs continues to protect homes, families and communities, they're finding that the key to moving fast has less to do with having more horsepower, and more to do with having confidence in the systems they build.

"Overmind has revolutionized our IaC change management. It excels in risk evaluation, preventing issues before they arise. Fewer delays and less scrambling to fix things last minute." — Tobias McCurry, Global Security @Whiskerlabs

With Overmind, that confidence is built into every deployment.