c0mpiled-13: Startup School Hackathon II
Overview
- Over 360 registrations on Luma, 70+ participants, 25 incredible submissions, and 6 prizes awarded.
- This second hackathon was added to accommodate the overwhelming demand from day 1!
- Hosted at Transpose Platform in San Francisco on Saturday, July 25, during YC Startup School weekend.
- Participants flew from all around the world for YC SUS and showed up ready to hack!
- Builders chose from YC RFS spanning company brains, AI-native services, SaaS challengers, consumer products, software for agents, agriculture, and other emerging categories.
- Hexclave appeared in 14 projects, CrustData in 7, and Channel3 in 4.
- Six teams reported that they had already found or were onboarding a potential paying customer!
Reflections
Good
- The second night also produced 25 unique projects, despite taking place immediately after a full day of Startup School!!
- The strongest teams built complete workflows around a sharply defined user problem: storefront optimization, agent security, interior design, API maintenance, compliance, logistics, and more.
- Sponsor-tool adoption was high, especially for Hexclave, CrustData, and Channel3, and several projects combined multiple partner APIs into one product.
- Six teams reported finding or beginning to onboard a potential paying customer, showing that some participants validated demand during the same evening they built the prototype.
- Everything went smoothly, as we posted much more clear instructions for optional demos and submissions.
- We accidentally double ordered pizza, but you guys came through and finished over 30 boxes of pizzas!
Bad
- Some teams arrived late due to SUS, but thats the nature of this weekend.
Sponsors & Judges
This event would not have been possible without our judges, who generously gave their time, offered thoughtful feedback, and made a genuine effort to connect with every participant. We are incredibly grateful for their support and would like to extend a special thank-you to each of the judges listed below.
- Crustdata (YC F24) – Abhilash Chowdhary & Chris Pisarski
- Channel 3 (YC S25) - George Lawrence
- Random Labs (YC S24) - Kiran
- Allus AI (YC F25) - Kai Cui & Shijie Wang
- Cactus (YC S25) - Roman Shemet
- SF Tensor (YC F25) - Ben Koska
- Hexclave (YC S24) - Konstantin Wohlwend
- Sorcerer (YC S24) - Austin Tindle
Prizes & Recognition
1st Place: Plop — Plop turns a photo of a room into interior-design concepts built from real, purchasable furniture through Channel3 rather than AI-imagined objects. Users can swap individual items for live-priced alternatives or set a budget and let the system optimize the furniture selection.
- Team: Krishiv Seth, Adeetya Upadhyay
- GitHub: https://github.com/sophieclin/reroom | Video: https://youtu.be/ahBtaDSvCxg
2nd Place: Team Cambrian — Cambrian uses genetic algorithms and reinforcement learning to generate many storefront variants and continuously select the designs most likely to convert.
- Team: Mark Zhou, James Leung, Victor Robila
- GitHub: https://github.com/markjouh/cambrian | Video: https://drive.google.com/file/d/1Hg9_W10bYDqDwpE59jxiJ5DIuikOY6Sm/view?usp=sharing
3rd Place: Airlock — Airlock is a transparent MCP security proxy for AI agents. It blocks destructive shell commands, cross-agent workspace access, and secret exfiltration before connected tools execute.
- Team: Najmitdin Mukhitdinov, Azizbek Rahimov, Abdujabbor Ahmadjonov
- GitHub: https://github.com/mukhitdinov0107/airlock | Video: https://youtu.be/MgsMQ6RNuKI
Most Venture Backable: Team Cambrian — Cambrian uses genetic algorithms and reinforcement learning to generate many storefront variants and continuously select the designs most likely to convert. Big time congratulations to Cambrian for winning two prizes!
- Team: Mark Zhou, James Leung, Victor Robila
- GitHub: https://github.com/markjouh/cambrian | Video: https://drive.google.com/file/d/1Hg9_W10bYDqDwpE59jxiJ5DIuikOY6Sm/view?usp=sharing
Most Beautiful: Get Your Ex Back — Get Your Ex Back replaces generic PDFs and long coaching waitlists with a structured program: an assessment of the user's real chances, a five-phase protocol, daily check-ins, and a weekly call with a coach who already knows the full story.
- Team: Gabriel Landman, Virgile Augendre
- GitHub: http://github.com/gablandman/getyourexback | Video: https://getyourexback.coach/
Hexclave Award($1,000): Swiper No Swiping — Swiper No Swiping is a consumer-protection shopping layer that intentionally adds friction before impulsive purchases, making buying harder when that friction can protect the user.
- Team: Lance Streuber, Kartikey Pandey, Parth Kshirsagar, Govind
- GitHub: https://github.com/Parth12358/SwiperNoSwiping-compiled | Video: https://cap.so/s/rz88fp2efygc6er
Submissions by Track
YC RFS categories
- AI-Native Service Companies — 7 (28.0%)
- Company Brain — 4 (16.0%)
- AI-Powered Consumer Products — 4 (16.0%)
- AI Operating System for Companies — 3 (12.0%)
- SaaS Challengers — 2 (8.0%)
- Software for Agents — 2 (8.0%)
- Dynamic Software Interfaces — 2 (8.0%)
- Enterprise Software — 2 (8.0%)
- AI for Low-Pesticide Agriculture — 1 (4.0%)
- AI-Native Compliance — 1 (4.0%)
- Proving You're Human — 1 (4.0%)
Sponsor tools
- Hexclave — 14 (56.0%)
- CrustData — 7 (28.0%)
- Channel3 — 4 (16.0%)
- Cactus — 1 (4.0%)
Total unique submissions: 25. Teams could select multiple RFS categories and sponsor tools, so percentages do not sum to 100%.
All Submissions
AbhiKrat (Company Brain · CrustData · Cactus)
- Description: Synapse is a local-first cognitive memory layer that turns scattered workplace conversations into episodic memories, evidence-backed knowledge graphs, and reusable agent workflows.
- Team: Abhi Jain, Krati Jain
- GitHub: https://github.com/devabhixda/Synapse
- Video: https://www.loom.com/share/219bf4ea14e849dd81a5ed1c45c57000
Airlock (AI-Native Service Companies · Hexclave) — 3rd Place
- Description: Airlock is a transparent MCP security proxy for AI agents. It blocks destructive shell commands, cross-agent workspace access, and secret exfiltration before connected tools execute.
- Team: Najmitdin Mukhitdinov, Azizbek Rahimov, Abdujabbor Ahmadjonov
- GitHub: https://github.com/mukhitdinov0107/airlock
- Video: https://youtu.be/MgsMQ6RNuKI
Argent (AI-Powered Consumer Products · Software for Agents · Hexclave)
- Description: Argent combines Channel3's agentic product search with Hexclave-powered authentication and payments. Users describe what they want in natural language, receive a recommended product, and can complete the purchase in-app while the system learns their preferences over time.
- Team: Josh Huang, Edward Lu, Dean Barrow
- GitHub: https://github.com/edrlu/c0mpiled13
- Video: https://drive.google.com/file/d/1LVhH2vnypJijF8gqh4vIP1TnSHyjdLd3/view?usp=sharing
Common Ground (AI-Powered Consumer Products · CrustData)
- Description: Common Ground finds meaningful overlap between two people. A user searches by name or LinkedIn URL, receives professional-history data powered by CrustData, and sees shared schools, employers, and a career-similarity score.
- Team: Christin Philip
- GitHub: https://github.com/1-ARCHANGEL-1/common-ground
- Video: https://www.loom.com/share/0b99fa4ac3ac4142a554717d0fe62c2f
CrewOS (Company Brain · SaaS Challengers · Hexclave)
- Description: CrewOS is an agent-native employee-onboarding platform covering identity, permissions, API keys, equipment, tasks, introductions, and a first-week plan. It provisions team-scoped Hexclave access and automatically revokes it when employment ends.
- Team: Ishaan Kothari, Inesh Dey
- GitHub: https://github.com/ishaanko/c0mpiled-hackathon-II
- Video: https://youtu.be/_fyfskiRwwE
demle.ai (AI Operating System for Companies · Hexclave)
- Description: demle.ai reads a repository's history to map who has actually built what. For each issue, it gives the project manager two evidence-backed delegation options: the person most likely to ship quickly and the person for whom the task offers the strongest growth opportunity.
- Team: Nilufer Sagat
- GitHub: https://github.com/nsagat/demle.ai
- Video: https://drive.google.com/drive/folders/1HhyiE_OdbDzH5MEPLvPqWfpWtTLKM1eD?usp=share_link
FieldLoop (AI for Low-Pesticide Agriculture)
- Description: FieldLoop analyzes satellite imagery for a selected field, computes vegetation and soil indicators, and uses a schema-constrained Claude workflow to diagnose stress zones as biological, water-related, or nitrogen-related. It then creates a targeted treatment raster and drone route for only the biological zones, reducing sprayed area to roughly 9% of the field in the demo.
- Team: Christopher Thai, Rikhin Kavuru, Natasha Sieh, Mobareji Abejide
- GitHub: https://github.com/c1th/compiled-13-agri
- Video: https://www.loom.com/share/7e1af4a50aac4602988fc80a9e8eeef0
Get Your Ex Back (AI-Native Service Companies · Hexclave) — Most Beautiful
- Description: Get Your Ex Back replaces generic PDFs and long coaching waitlists with a structured program: an assessment of the user's real chances, a five-phase protocol, daily check-ins, and a weekly call with a coach who already knows the full story.
- Team: Gabriel Landman, Virgile Augendre
- GitHub: http://github.com/gablandman/getyourexback
- Video: https://getyourexback.coach/
Intercede (AI-Native Compliance · Hexclave)
- Description: Intercede converts company policy into a constraint on the model's decoder, preventing an AI agent from emitting a non-compliant action. Even when a prompt injection influences the model, policy-violating output has no user-facing representation.
- Team: Jaden Ryu
- GitHub: https://github.com/jadenryu/intercede
- Video: https://youtu.be/9wfOLaDfRgk
MeetingScribe (Company Brain · CrustData)
- Description: MeetingScribe is a fully private, on-device meeting transcriber with speaker diarization and local question answering, offering a Granola-like experience without sending meeting data to the cloud.
- Team: Sharique Khatri
- GitHub: https://github.com/sharique2004/MeetingHack
- Video: https://drive.google.com/file/d/1JIDrPKLl_YPTg27YEf3ImWg5O4U9OtR2/view?usp=sharing
Merg3 (AI Operating System for Companies · Hexclave)
- Description: Merg3 is a pull request for real-world company operations. An AI agent proposes coordinated changes across tools such as Linear, Gmail, Slack, and Stripe; the user reviews a Git-style diff, approves or rejects individual hunks, executes the changes, and can revert them with one click.
- Team: Dylan Taylor, Shane Braun, Alex Stob
- GitHub: https://github.com/TheDylanTaylor/merge
- Video: https://www.loom.com/share/55c9ab160006407ba0e07510f9fc1d7a
Plop (SaaS Challengers · AI-Native Service Companies · Hexclave · CrustData · Channel3) — 1st Place
- Description: Plop turns a photo of a room into interior-design concepts built from real, purchasable furniture through Channel3 rather than AI-imagined objects. Users can swap individual items for live-priced alternatives or set a budget and let the system optimize the furniture selection.
- Team: Krishiv Seth, Adeetya Upadhyay
- GitHub: https://github.com/sophieclin/reroom
- Video: https://youtu.be/ahBtaDSvCxg
Pokimation (AI-Powered Consumer Products)
- Description: Pokimation turns a fan's photo with a favorite collectible into an interactive 3D animated memory, creating personalized digital experiences for gaming, sports, anime, and entertainment.
- Team: Bryan Wen, Xingkai Wang
- GitHub: https://github.com/lollapalooooooza/pokimation
- Video: https://www.loom.com/share/f0cefaaeea9d4a33b57e84607cc413a9
Proofline (Software for Agents)
- Description: Proofline is an autonomous release engineer that tests the customer workflows each code change puts at risk in a real browser. When it finds a failure, it diagnoses the issue, fixes it, verifies the patch, and sends a pull request back to GitHub.
- Team: Abhi Jandyala
- GitHub: https://github.com/abhijandyala/Proofline
- Video: https://youtu.be/GZ7ysfm31YE
Recall (Enterprise Software · Channel3)
- Description: Recall captures a frame from Meta glasses every ten seconds and indexes the objects, people, and rooms in view, recording where each was last seen and in what context. The result is a persistent memory layer for an AI assistant operating in the user's physical life.
- Team: Charlie Hui, Abhiram Bhupatiraju, Pranshu Brahmbhatt, Aarsh Shekhar
- GitHub: https://github.com/Aarsh-Shekhar/compiled-hack
- Video: https://www.youtube.com/watch?v=_IemXgRHJLk
Rodney Lafuente-Mercado and Edwin Ruiz (Proving You're Human)
- Description: The project verifies that a user is human by requiring complex computer-use behavior that is difficult for automated agents to reproduce.
- Team: Rodney Lafuente-Mercado, Edwin Ruiz
- GitHub: https://github.com/Edwn1x/transpose_Hackathon_13
- Video: https://youtu.be/z0FLbRnCTFE
Senti (Dynamic Software Interfaces · Hexclave · CrustData · Channel3)
- Description: Senti is a cross-vendor watchdog that reads API changelogs and catches breaking changes before customer builds fail. It was demonstrated against CrustData and Channel3 with no vendor-specific code, showing that the approach can generalize across APIs.
- Team: Sophie Lin
- GitHub: https://github.com/sophieclin/sentinel-api
- Video: https://www.loom.com/share/7071bbd8254140c4a01b612fb388f76c
Skillbase (AI Operating System for Companies · Hexclave)
- Description: Skillbase is an AI-skill telemetry system that helps teams observe and manage agent skills across an organization.
- Team: Woojin Song, Shintaro Morimoto, Atsuki Katayama
- GitHub: https://github.com/HackathonTranposeFromJapan/Skillbase
- Video: https://www.loom.com/share/53909ac98ff34e4d9cea7090261db711
Splay (AI-Native Service Companies · Hexclave)
- Description: Splay is an approval-first AI platform that helps social teams generate on-brand content, manage campaigns, respond to audience conversations, and learn from performance in one workflow.
- Team: Soham Dogra, Asim Siddiqui
- GitHub: https://github.com/sohamdogra/Splay-
- Video: https://www.loom.com/share/0e13c2d6861644879a4756e52c96ce34
StarBuilds (AI-Native Service Companies)
- Description: Landfall is an AI workspace that scores international-shipping risk before a booking. Specialist agents assess commodity, freight, port, weather, geopolitical, supplier, and regulatory risk, then produce cost forecasts, delay ranges, alternate routes, and a prioritized action plan; Callwright can place a live call to confirm the carrier's quote.
- Team: Nikki Kothapalli
- GitHub: https://github.com/nikkikothapalli-codes/landfallhackathon
- Video: https://canva.link/6q60uoyvj16218p
Swiper No Swiping (AI-Powered Consumer Products · Hexclave · Channel3) — Hexclave Award ($1,000)
- Description: Swiper No Swiping is a consumer-protection shopping layer that intentionally adds friction before impulsive purchases, making buying harder when that friction can protect the user.
- Team: Lance Streuber, Kartikey Pandey, Parth Kshirsagar, Govind
- GitHub: https://github.com/Parth12358/SwiperNoSwiping-compiled
- Video: https://cap.so/s/rz88fp2efygc6er
Team Cambrian (AI-Native Service Companies · Hexclave) — 2nd Place · Most Venture Backable
- Description: Cambrian uses genetic algorithms and reinforcement learning to generate many storefront variants and continuously select the designs most likely to convert.
- Team: Mark Zhou, James Leung, Victor Robila
- GitHub: https://github.com/markjouh/cambrian
- Video: https://drive.google.com/file/d/1Hg9_W10bYDqDwpE59jxiJ5DIuikOY6Sm/view?usp=sharing
Vocare (Company Brain · AI-Native Service Companies · CrustData)
- Description: Vocare is AI-native compliance software for utilities. It combines fragmented enterprise data into a context engine and uses discovery agents to perform workflows grounded in company SOPs and government regulations.
- Team: Jason Ye, Von Viray, Nalin Iyer
- GitHub: https://github.com/ORANGECRAB13/c0mpiledHack/tree/main
- Video: https://drive.google.com/drive/folders/1oJdibaOi1L-kTo6MqYGwnWA9vc18MqGv?usp=sharing
Wayfinder (Dynamic Software Interfaces)
- Description: Wayfinder maintains a verified, continuously updated map of how to navigate and use a website, then serves it to AI agents through one API call. Website owners maintain the map once, while agents avoid repeatedly exploring the site and breaking when interfaces change.
- Team: Eric Cai, Samson Chang
- GitHub: https://github.com/samsonchang2028/c0mpiledhackathon
- Video: https://www.loom.com/share/e51356c7ef2a4799adfe94378a934e24
writ.ai (Enterprise Software · Hexclave · CrustData)
- Description: writ.ai is a permission layer for autonomous coding agents. When an approved company decision changes, it deterministically interrupts only the active sessions whose work is no longer authorized; one human confirmation propagates the change while unrelated work continues.
- Team: Emanuel Gonzalez, Ranjiv Jithendran
- GitHub: https://github.com/Ranj04/writ.ai
- Video: https://www.youtube.com/watch?v=dleK42215gk