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Calm, confident, and fast

We work with exceptional teams to ensure that security, cost, and quality don't break their momentum.

Service tracks

Moving From Experimentation to Execution

Ralph loops and OpenClaw aren't the future. They're experiments in the lab where the future is being discovered. As enthusiasts push the limits to find what's possible, we harvest and operationalize what works.

Warning signs

Keeping Token Costs Under Control

Companies are increasingly finding that they need more out of their AI than they can get out of the labs' first-party tooling and subsidized subscriptions. As teams outgrow the $200 subscription for individuals and move into team and enterprise level tools at API prices, managing those costs and ensuring that tokens are spent productively is critical.

Even teams that continue to be well served by the subscriptions are starting to feel a sense of anxiety as subscription terms become more restrictive. The most capable models aren't reliably available on subscription plans, and labs are clamping down on third-party tools piggybacking on subscriptions, limiting automation options.

There are concrete steps that your company can and should take now to ensure that your AI investment continues to pay off long into the future.

01

Identify and Utilize Excess Capacity

If your team is still using subscriptions, are you making the most of your session and weekly limits? We can help you stop leaving tokens on the table.

02

Use the Right Model for the Job

By evaluating each step of your workflow in a systematic way, we can identify where you are over-spending and help you dial in your workflows.

03

AI is Often the Wrong Tool

Much of the work that AI does could be done better by deterministic tools for free. We can help you identify when to ask the AI to build a tool instead of just doing a task.

04

Keep Your Foundation Sturdy

AI-generated code should hit production and stick the landing. If your code churns quickly, you are wasting tokens reworking things that the roadmap says are done.

How Hard is Your App to Change?

Good software is software that's cheap and easy to change. If there are parts of your app that you're nervous to touch or have trouble shipping new features, it might be time to address durability.

Measure your app's durability for free, and identify the places where code is struggling to land.

Ready to get started?

Durability score and monitoring are free forever!