Bring your lab pass
Sign in with your email. We check your active Loop Labs subscription before you request a cohort seat.
The modern software engineer community lab
Bring the work that matters. Compare AI workflows with experienced engineers, try the next small experiment, and leave with evidence you can use.
Up to 5 Engineers + a Facilitator per cohort · your work stays yours
Small rooms. Serious curiosity.
Choose a cohort that fits. An active Loop Labs lab pass lets you request a seat; each cohort keeps its own waitlist.
Sign in to get your account ready. Cohort dates and places will appear here when they are confirmed.
Get readyFrom in the loop to on the loop
Humans set intent, inspect the evidence, and own the outcome. The lab is where we practice it together.
Sign in with your email. We check your active Loop Labs subscription before you request a cohort seat.
Pick the group that works for you, check your readiness, and join its waitlist. A seat offer gives you 72 hours to confirm.
Share a production problem, a workflow that surprised you, or a skill worth testing. Your peers help you find the next useful test.
Session context and shared practice turn one week’s discovery into something you can use in the next.
The way we work
AI already writes a serious share of your code. Bring your judgment and your questions; the useful work starts there.
Each cohort has at most 5 Engineers and a Facilitator. Enough perspectives to challenge an idea, enough room to be heard.
Share what you can. Keep your profile private, or publish it when you’re ready. Private work stays inside the group.
Trade workflow experiments, reusable skills, and what failed. We care about what survives contact with real software.
Your next experiment could use company
One email gets your account ready. Choose your cohort from there.
Join Loop Labs
Loop Labs field notesTake the next small step.Keep the useful bits. Run another loop.