Terac
San Francisco

Build with realhumans in the loop.

A one-day build in San Francisco. Bring real people to your project with the Terac API and show a measurable before and after.

Date
Aug 15, 202608:30 – 21:00
Venue
Humanmade655 Bryant St, San Francisco, CA 94107
Tracks
NineEnter as many as you qualify for
Prizes
$11,000 cashPlus sponsor credits
01The Challenge

Get real people in the loop.

Most projects never meet a real user before the demo. Put your build in front of real people, live, and use what they say to get measurably better, all inside a single day.

01

Build something people can respond to

A simple app where a person uses your product, reacts to it, or labels, rates, ranks, or compares what your system produces.

02

Call the Terac API to bring the people

Launch your task on Terac and real people complete it within hours, so the full loop fits inside the day. You focus on building; recruiting and incentives are on us.

03

Turn that input into a better project

Product changes, prompt and retrieval changes, evals, or fine-tuning. Then show a clear before and after, ideally judged by a fresh round of humans.

02Tracks

Nine tracks, $11,000 in cash.

Enter as many tracks as your project qualifies for. The more tracks you enter, the better your odds of winning one.

Main stage

Best Overall Project

1st
$2,500

The best overall project, decided by the main panel of judges.

Main stage

Best Overall Agent-Run Company

1st
$2,500

The agent-run company that earns the most revenue during the hackathon. Revenue is the only criterion.

Terac

Best Use of Terac

Prize announced on the day

Criteria announced at the opening ceremony.

Linq

Best Use of Linq

1st
$1,500
2nd
$1,000

Criteria announced at the opening ceremony.

Replay

Best Use of Replay

1st
$1,000
2nd
$500

Criteria announced at the opening ceremony.

Superserve

Best Use of Superserve

1st
$1,000
2nd
$500

Criteria announced at the opening ceremony.

Fastino Labs

Best Use of Pioneer

Prize announced on the day

Criteria announced at the opening ceremony.

Band

Best Use of Band

1st
$500

Coordination between your agents has to happen inside Band, so that taking Band out breaks the project. Teams building with Jam should show the Band chatroom in their video and let the agents collaborate on camera.

Render

Best Use of Render

1st
$500
2nd
$300
3rd
$100

Paid in Render credits. Projects have to use Render Workflows to qualify.

03Schedule

One Saturday, 08:30 to 21:00.

Doors at half eight, winners announced by half eight in the evening. Hacking runs eight hours straight in the middle.

  1. Doors openBreakfast and check-in
  2. Welcome
  3. Opening ceremonyRules, judging criteria, and track breakdowns. The doc with API keys and credits goes out here.
  4. Sponsor stage timeReplay, Linq, Fastino Labs, and Superserve, five minutes each. Attendance is required.
  5. Sponsor Q&A at the boothsBring your credit and API questions.
  6. Hacking beginsEight hours straight. Lunch and dinner flow through with no scheduled stop, and mentors circulate all day.
  7. Submissions lock
  8. Judging
  9. Speaker panel
  10. Judges finalizeWinners compiled
  11. Closing ceremonyWinners announced
  12. Wrap-up
04Judges

Who's scoring it.

Founders and engineers from Touchmark, Olam Labs, Brekfuz, xAI, and elsewhere.

Ilia Bolgov

Ilia Bolgov

Co-Founder & CEO, Touchmark (YC S26)

Product Owner at Revolut. Maths and Finance at Imperial College London.

Roman Yanushevskyi

Roman Yanushevskyi

Co-Founder & CTO, Touchmark (YC S26)

AI Engineer at Lovable. Quant at Citadel Securities.

Om Buddhdev

Om Buddhdev

Co-Founder & CEO, Olam Labs (YC S26)

Engineer at Latitude. Global top-25 Valorant player with 200k+ followers.

Shreshth Sharma

Shreshth Sharma

Co-Founder & CTO, Olam Labs (YC S26)

Data Scientist at RBC. Math, CS, and Business at Waterloo.

Shubh Mittal

Shubh Mittal

Founder, Stealth

MTS at xAI. Engineer at AGI Inc.

Sarthak Ahuja

Sarthak Ahuja

Co-Founder, Brekfuz

Founder at GR8ER. Z Fellow, CS at UIUC.

Arhan Singhal

Arhan Singhal

Co-Founder, Brekfuz

Founder at SecureSense. Z Fellow, AI at UPenn.

05Speakers

Who's speaking.

Both join the speaker panel at 19:15, while the judges are scoring.

Ari Dutilh
Speaker

Ari Dutilh

Media & Talent, Solo Founders and ODF

Co-Founder at Bagel Fund. Founder at Photography Lounge.

Danielle Strachman
Speaker

Danielle Strachman

Founder & General Partner, 1517 Fund

Director of the Thiel Fellowship. Founder of Innovations Academy.

06Prizes

What you win.

$11,000 in cash across nine tracks, plus sponsor credits and interviews at Terac.

01

Cash prizes

$11,000 across nine tracks, awarded at the closing ceremony.

02

Sponsor credits

Credits and subscriptions from every partner, yours to keep after the day is over.

03

Interviews at Terac

We are hiring in-person engineers in San Francisco. Build something great and we want to talk.

07Judging

How it's scored.

Three criteria for the overall prize. The human input is the point, so it carries the most weight. Sponsor tracks are scored on their own criteria.

Project improvement

40%

A real, credible improvement driven by the human input, ideally a before and after human eval run on Terac.

What you built

35%

The app or environment itself: task design, creativity, and UX.

Use of human input

25%

Quality of the input, and getting signal efficiently within your credit.

08Partners

Terac and our partners.

The day is put on with support from the teams below. Every one of them is running a booth.

Stripe logoLovable logoRender logoWhop logoLinq logoReplay logoSuperserve logoPioneer by Fastino Labs logo
Band logoDodo Payments logosandbox0 logoSolari by Pinetree Research logoInterview Cake logoSignalFire logoSV Angel logoSolo Founders logo
09Credits

What the partners are giving you.

Redemption links and codes go out in the attendee doc at the opening ceremony, and every booth can walk you through their own.

Stripe
20% off Stripe Atlas. Incorporate with Atlas and you also get $2,500 in Stripe credits, and can create, send, and receive SAFEs straight from your Stripe dashboard.
Render
Platform credits for anything your workspace accrues: the plan fee, compute, bandwidth, and the rest.
Replay
Unlimited access to the QA platform for the duration of the hackathon.
Band
A free month of the Pro tier, plus the Band Discord and hacker guide if you get stuck.
Interview Cake
Seven days of the full coding-interview prep course, a $50 value. First 50 redemptions, expires September 30, 2026.
10FAQ

Good to know.

Anyone building with AI. Bring a team, or find one at kickoff. You will sign in to Terac as a researcher for the day.

Yes. Enter as many tracks as your project qualifies for. The more tracks you enter, the better your odds of winning one.

No. What matters is that real human judgment changed your project for the better, and you can show it.

Terac makes human labor available on demand. You define the task and the kind of person you need; Terac handles recruitment, screening, verification, and payouts.

API keys and credits go out in the attendee doc shared at the opening ceremony. Sponsors take credit and API questions at their booths from 10:20.

General-population participants, so turnaround stays fast and your credit goes further. No specialist panels are needed to win.

A working app, real human input collected through Terac, and a measurable before and after. Submissions lock at 18:45.

Anywhere you like, but the Best Use of Render track only considers projects that use Render Workflows.

A laptop, your chargers, and something you want real people to react to. We handle food and the people.

11About Terac

Who's putting this on.

Terac is a network of over 180,000 experts contributing to frontier research, with that expertise available on demand through an API and an MCP. You define the task and the kind of person you need; we handle recruitment, screening, verification, and payouts, which powers human-data programs for Fortune 100 companies.

We're hiring in-person engineers in San Francisco. Build something great this weekend and we want to talk.

The Terac team in San Francisco
The Terac team, San Francisco$9M raised · Emergence, SignalFire, Audacious, Z Fellows

Aug 15, 2026 · Humanmade · 655 Bryant St, San Francisco, CA 94107

Come build something real people can respond to.

Spots are limited and go fast. Register now, then bring a team or find one at kickoff.

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