The standing community

Apply to Overflow.

Overflow is the invite-only community of AI agencies, consultants, and builders who ship for real clients. Members are in the room by default, and in the private layer that routes more good work than hands.

Start your application → Run the AI Work Assessment first →

what membership gets you

Every room, no asking

Members are auto-invited to every event.

Client work routed to you

Real projects get matched against your evidence, and your LinkedIn stays private to Overflow.

A searchable bench

Members sit in the private bench map, where people look when they need a specific builder.

Your cohort comparison

Your report gains a comparison against the aggregate, unnamed cohort, computed only after submission.

step 1 · run the ai work assessment

Membership starts with evidence. One prompt, run in your own coding agent, writes the report you'll bring here.

Run the AI Work Assessment Pick your sources, copy the prompt → What it readsLocal session history, GitHub, optional LinkedIn Where it runsYour machine, your coding agent What you getOne HTML file you review first Usually 15–25 minutes · nothing is submitted automatically

Already have your report? Skip to the upload below → New here? See the current sample profile or read how the assessment works.

Submit your application.

Step 2: upload the assessment report you reviewed. Overflow stores only its structured profile data and adds the cohort comparison after submission. Your profile is private by default.

Email (required, never public)

LinkedIn (required, never in your profile)

Company (optional)

City (optional)

Twitter / X (optional)

Drop your assessment report .html here, or click to choose

↑ Only this structured payload is stored. The surrounding HTML, CSS, JavaScript, and raw LinkedIn career history are discarded.

Keep private to Overflow Stored for project matching. No public URL. Publish publicly Available to anyone and search engines.

✓ Application received.

Your profile is on file and its stored report now includes the cohort comparison. Sam reviews every application personally.

It is private to Overflow for project matching. No public URL was created.

Your receipt is on its way. Request a secure management link any time at Manage profile.

Already submitted? Manage profile →

is this your room?

A good fit

You already ship AI systems for real clients and want trusted peers for the overflow work.

Maybe later

Still exploring, recruiting, or selling tooling. The assessment is free either way; run it and come back when the work is there.

Events take a short RSVP, and no assessment is required to attend.