September 3, 2026// engineering
Low, balanced, max
Every workflow ships with three profiles. What each one changes, how the price is computed, and when each is the right choice.
Read// research
Research_
Bench reports monthly. Methods, workflows and findings in between. Everything with the logs attached.
Pay for runs, not seats
Why Midkernel is priced in credits, why packs never expire, why there is no free plan, and what happens to your money when a run fails.
The harness matters more than the model
Two teams point the same model at the same code and get different findings at a different cost. The difference is text, and text can be open.
What happens to your code during a run
From the moment you press run to the moment the sandbox is destroyed: where your repository goes, who can see it, and what is left afterwards.
What's in a workflow
A folder with two kinds of file. Here is what each line does, using the authentication review workflow as the example.