c0mpiled-11: YC Startup School Hackathon!
Overview
- Over 300 registrations, 70+ participants, 24 submissions, and 7 prizes awarded.
- Participants flew from all around the world for YC SUS!
- Hosted at Transpose Platform in San Francisco on Friday, July 24, during YC Startup School weekend.
- Builders used YC's Summer 2026 Requests for Startups as the starting point and had a single evening to form teams, build, and submit a working prototype.
- VOYGR and Hexclave were the most-used sponsor tools, appearing in 9 and 8 unique submissions respectively.
Reflections
Good
- 24 unique products were completed in a single evening, spanning company knowledge, developer tooling, agriculture, commerce, healthcare, hardware, and physical operations.
- Sponsor-tool adoption was strong: VOYGR appeared in 9 projects and Hexclave in 8, with teams also building with CrustData, Channel3, Phonely, Momentic, Miso Labs, and Superset.
- Several of the strongest projects combined a specific user problem with a concrete end-to-end workflow rather than stopping at a conversational demo.
- Despite the large turnout, we were still able to accommodate everyone comfortably!
Bad
- There was a lot of confusion regarding the optional demos: participants were afraid that their demo would affect judging, while the purpose is for participants to practice their pitching skills.
- There was some confusion about the submission window, but we applied what we learned to make our next event run much more smoothly.
Sponsors & Judges
Once again, none of this would have been possible without our judges, who generously shared their time, provided thoughtful feedback, and made an effort to meet with all the participants. Special thanks to all the judges listed below.
- VOYGR (YC W26): Vlad Baskakov
- Momentic (YC W24): Jeff An
- Channel3 (YC S25): George Lawrence
- Phonely (YC S24): Will Bodewes
- CrustData (YC F24): Abhilash Chowdhary
- Miso Labs (YC P26): Aoden Teo
- Hexclave (YC S24): Konstantin Wohlwend
- Superset (YC P26): Satya Patel
- ZenoVista AI: Ainur Nygmet
- RandomLabs (YC S24): Kiran Illindala
- Oway(YC S24): Phillip Nadjafov
Another shout out to Hexclave and VOYGR for offering additional prizes for our participants!!
Prizes & Recognition
1st Place: Bob the Builder — PCB-Sentinel is an autonomous hardware-reproduction verification platform. It catches costly PCB layout errors by cross-referencing Gerber files against component datasheets with multimodal AI, then uses voice agents to call suppliers and verify real-time stock availability.
- Team: David Li
- GitHub: https://github.com/lishangqiu/PCB_Sentinel | Video: https://www.loom.com/share/1aec009f4ecd4560bd014a357710f186
2nd Place: Aria — Aria is a goal-driven voice agent designed to remove the operational hassle of following through on personal objectives.
- Team: Jiwoo Kim
- GitHub: https://github.com/jiwookm/aria | Video: https://youtu.be/HBMxev5VwEc
3rd Place: Compile — Compile creates the prompt automatically and pulls in the right context, removing the need to assemble it manually.
- Team: Matt Pan, Diwen Huang, Nithin Ravikumar
- GitHub: https://github.com/mattpan09/compile | Video: https://drive.google.com/file/d/1Gie6Q-0AUiBeutN5H7zuvzt99ppREbBZ/view?usp=sharing
Most Beautiful: SpraySense — SpraySense turns a photo of a handwritten field-scouting sheet into a data-driven pesticide recommendation. It combines pest counts, live weather forecasts, and crop prices to identify the exact day spraying becomes economically justified.
- Team: Tianzong Cheng, Najmitdin Mukhitdinov, Shunsuke Nakatani
- GitHub: https://github.com/Trap101/farmer_app | Video: https://youtu.be/9h5Kl69Rxy4
Most Venture Backable: SpraySense — SpraySense turns a photo of a handwritten field-scouting sheet into a data-driven pesticide recommendation. It combines pest counts, live weather forecasts, and crop prices to identify the exact day spraying becomes economically justified.
- Team: Tianzong Cheng, Najmitdin Mukhitdinov, Shunsuke Nakatani
- GitHub: https://github.com/Trap101/farmer_app | Video: https://youtu.be/9h5Kl69Rxy4
Hexclave Award($1000): Cited — Cited goes beyond auditing a brand's online presence: it takes action to improve how frequently the brand is cited across Google, ChatGPT, and other discovery surfaces.
- Team: Lance Streuber, Parth Kshirsagar, Kartikey Pandey
- GitHub: https://github.com/Parth12358/compiled11 | Video: https://cap.so/s/rz1wc39cg7ebmy0
VOYGR Award($1500): Aria — Aria is a goal-driven voice agent designed to remove the operational hassle of following through on personal objectives.
- Team: Jiwoo Kim
- GitHub: https://github.com/jiwookm/aria | Video: https://youtu.be/HBMxev5VwEc
Submissions by Track
- VOYGR — 9 (37.5%)
- Hexclave — 8 (33.3%)
- CrustData — 3 (12.5%)
- Channel3 — 2 (8.3%)
- Phonely — 2 (8.3%)
- Miso Labs — 1 (4.2%)
- Momentic — 1 (4.2%)
- Superset — 1 (4.2%)
Total unique submissions: 24.
All Submissions
Aria (VOYGR) — 2nd Place · VOYGR Award
- Description: Aria is a goal-driven voice agent designed to remove the operational hassle of following through on personal objectives.
- Team: Jiwoo Kim
- GitHub: https://github.com/jiwookm/aria
- Video: https://youtu.be/HBMxev5VwEc
Bob the Builder (VOYGR) — 1st Place
- Description: PCB-Sentinel is an autonomous hardware-reproduction verification platform. It catches costly PCB layout errors by cross-referencing Gerber files against component datasheets with multimodal AI, then uses voice agents to call suppliers and verify real-time stock availability.
- Team: David Li
- GitHub: https://github.com/lishangqiu/PCB_Sentinel
- Video: https://www.loom.com/share/1aec009f4ecd4560bd014a357710f186
Cited — Hexclave Award
- Description: Cited goes beyond auditing a brand's online presence: it takes action to improve how frequently the brand is cited across Google, ChatGPT, and other discovery surfaces.
- Team: Lance Streuber, Parth Kshirsagar, Kartikey Pandey
- GitHub: https://github.com/Parth12358/compiled11
- Video: https://cap.so/s/rz1wc39cg7ebmy0
Cohost (VOYGR)
- Description: Cohost plans events end to end: it proposes an itinerary, calls and negotiates with vendors, and keeps searching when an option falls through until it finds a plan that fits the organizer's budget, timeline, and goals.
- Team: Alzahraa Ahmed, Mahima Gyamlani, Jorge Elizalde
- GitHub: https://github.com/elizaldejorge/event-planner
- Video: https://drive.google.com/drive/folders/12CT750y8gR7zJN8tcxanODaWm3hqARLb?usp=drive_link
Compile (Hexclave) — 3rd Place
- Description: Compile creates the prompt automatically and pulls in the right context, removing the need to assemble it manually.
- Team: Matt Pan, Diwen Huang, Nithin Ravikumar
- GitHub: https://github.com/mattpan09/compile
- Video: https://drive.google.com/file/d/1Gie6Q-0AUiBeutN5H7zuvzt99ppREbBZ/view?usp=sharing
Cortex (VOYGR)
- Description: Cortex is an always-current knowledge layer for company tools and data. It combines developer input from Slack, context from agent sessions, and business or client feedback from VOYGR, making the underlying evidence and relationships explorable by any agent.
- Team: Ankit Biswas, Arav Chand, Owen Fisher
- GitHub: https://github.com/aravchand/compil0
- Video: https://youtu.be/T1ZYh5A-KEo
Debrief (Hexclave · CrustData)
- Description: Debrief is an AI voice-agent interview simulator that reviews resumes, conducts practice interviews, and analyzes the candidate's performance.
- Team: Corey Zhao, Bojro Das
- GitHub: https://github.com/bojro/c0mpiled-11-hackathon
- Video: https://youtu.be/xrU6jrLROwA
Genie
- Description: Genie designs personalized antisense oligonucleotide patches for rare genetic mutations in seconds on a laptop. It uses AI and evolutionary likelihoods to search possible fixes and rank the most promising placements for laboratory testing.
- Team: Aditya Chandrashekaran, Akshay Murthy, Ritvik Bansal
- GitHub: https://github.com/camelCasedAditya/gene-doctor
- Video: https://drive.google.com/file/d/1neesoZzyckPT94ZJ8Nozx3NA3_YZ0IPs/view?usp=sharing
Karlen and Aadit (Hexclave)
- Description: This company knowledge graph personalizes answers by calculating each employee's relationship to the available evidence. It combines organizational distance, evidence confidence, and Hexclave-powered access controls to provide relevant, explainable, and secure answers.
- Team: Karlen Aleksanyan, Aadit Aggarwal
- GitHub: https://github.com/aaditaggarwal26/company-compiler
- Video: https://drive.google.com/file/d/1JJ-eY32Ra4rnpQowdpTZM0Ny4Deem5xo/view?usp=sharing
Mitos (Hexclave)
- Description: Mitos finds copied code that has become invisible to dependency scanners, applies security fixes those copies never received, and proves the vulnerability is gone with a crashing test before the patch and a clean run afterward.
- Team: Solo submission
- GitHub: https://github.com/AbhinavGGarg/Mitos1
- Video: https://drive.google.com/file/d/1cKULJiUoGn1Gr9cbYnmyj9pu2KPckaIL/view?usp=drive_link
OS Brain (CrustData)
- Description: OS Brain is a Palantir-like operating system for startups that connects people, projects, code, tasks, and customers in an explainable graph. It gives founders a live view of workload, execution blockers, and dependencies across projects and customer commitments.
- Team: Maksymilian Paczyński
- GitHub: https://github.com/makspacz12/OS-brain
- Video: https://drive.google.com/file/d/1_mE8T_c8fxgs-252aYTBBq4VwNuqOGab/view?usp=sharing
Pager Zero
- Description: Pager Zero is an autonomous on-call engineer that detects broken commits, traces root causes through a Neo4j code graph and runbook memory, verifies fixes in a sandbox, and opens GitHub pull requests behind policy-based approval gates.
- Team: Emanuel Gonzalez, Ranjiv Jithendran
- GitHub: https://github.com/Eman-Gon/theengineer
- Video: https://drive.google.com/file/d/1q3-tlm7wBNTmfeRp_NhFHVWcH8AnHDQX/view?usp=sharing
PalmCall (VOYGR)
- Description: PalmCall detects a raised open palm and uses an AI voice agent to call a caregiver, helping people who cannot reach or operate a phone during a fall, panic episode, or accessibility-related emergency.
- Team: Akishai Sabaratnasarma, Sami Maghnaoui
- GitHub: https://github.com/SamisLife/PalmCall
- Video: https://www.youtube.com/watch?v=HR4xaJWSyko
Pesti
- Description: Pesti is an agentic, chat-based intercropping planner that reduces pesticide use by optimizing which crops should be planted in each block and when.
- Team: Risus Zhao
- GitHub: https://github.com/Senekw/pesti
- Video: https://drive.google.com/file/d/1Y9GFGYrw-er-I5z0G0P6iLRO9dHCAffW/view?usp=sharing
ProcureOS (Hexclave · VOYGR · CrustData · Channel3 · Momentic · Phonely)
- Description: ProcureOS is an autonomous purchasing agent for event planners, venues, and hospitality teams. From a single request, it sources products, verifies vendors, calculates landed cost, enforces spending approvals, and coordinates delivery.
- Team: Dhruva Valluru, Zelin Zhu, Shashank Mantrala
- GitHub: https://github.com/ZelinZhu-Richard/c0mpiled-11/tree/claude
- Video: https://youtu.be/OCUlSWxTk58
ReCon (Hexclave)
- Description: ReCon turns isolated AI coding chats into persistent, collaborative infrastructure with version control for agent context, making it easier for agents and teammates to understand what happened and continue the work.
- Team: Elchin Hasanov, Manav Joshi, William Vo
- GitHub: https://github.com/mnkjoshi/recon
- Video: https://drive.google.com/drive/folders/1o19TkGIfQVxxtKqctEEZv8WmeP7sLj8j?usp=sharing
Resonant (Channel3)
- Description: Resonant is a multilingual 3D AI live-selling avatar designed to sell products around the clock at a fraction of the cost of a human host team. Channel3 constrains its product claims to verified facts, while comments, DMs, and purchases feed a memory graph that learns which selling strategies drive outcomes.
- Team: Aditya Singh
- GitHub: https://github.com/adityasingh2400/Resonant
- Video: https://youtu.be/L54lMOYx1yE
SpraySense — Most Beautiful · Most Venture Backable
- Description: SpraySense turns a photo of a handwritten field-scouting sheet into a data-driven pesticide recommendation. It combines pest counts, live weather forecasts, and crop prices to identify the exact day spraying becomes economically justified.
- Team: Tianzong Cheng, Najmitdin Mukhitdinov, Shunsuke Nakatani
- GitHub: https://github.com/Trap101/farmer_app
- Video: https://youtu.be/9h5Kl69Rxy4
Switchboard
- Description: Switchboard lets multiple engineers run coding agents against one codebase without requiring separate Git worktrees. It intercepts edits before they land, prevents agents from overwriting one another, and warns when changes across different files are likely to conflict.
- Team: Ansh Pathak, Manit Guliani, Ellie Zhou, Monique Siu
- GitHub: https://github.com/ychackathon-coder/switchboard
- Video: https://youtu.be/qIxBEe7NB1E
TGIF (Thank God It's Friday) (Hexclave · VOYGR)
- Description: Scout is an autonomous copilot for agricultural drones that observes crop health in real time and adaptively replans its route to detect and verify disease. In a vineyard mildew scenario, it produced a localized treatment zone so farmers could avoid blanket-spraying the entire field.
- Team: Riyan Jain, Holly Tang
- GitHub: https://github.com/tangxiya-star/scout
- Video: https://www.youtube.com/watch?v=t_Z0kFTaTew
The Buzzers (VOYGR)
- Description: Hive is an AI operating system for physical organizations that translates high-level objectives into coordinated actions across people, robots, and software. It uses real-world data to track progress, test results, and continuously adjust operations.
- Team: Steven Kim, Ojas Mishra, Nikki Kothapalli, Zechariah Jemaneh
- GitHub: https://github.com/OjasMishra32/c0mpiledhack.git
- Video: https://drive.google.com/drive/folders/1tk4EP-ntaSm0-TPBaijUlu0fUlhJYGKu?usp=sharing
VetAgent
- Description: VetAgent generates buyer-side benchmarks on demand to evaluate software vendors. The demo focused on a voice-agent builder comparing voice-model APIs before purchasing.
- Team: Amit Rege
- GitHub: https://github.com/amitrege/vet-buyer-side-evals
- Video: https://youtu.be/iMSHQZjIw5I
Warden (Hexclave · VOYGR · Miso Labs · Phonely)
- Description: Warden provides AI-powered security operations for real-estate portfolios, priced per door rather than per guard.
- Team: Aditya Prathapa, Christian Ibarbia Ruiz, Sarthak Karandikar
- GitHub: https://github.com/itsskofficial/compiled-11-hackathon
- Video: https://drive.google.com/file/d/1tBtfqd8g-DoWtHQAa65isXlLgEHXronR/view?usp=sharing
Zaz Labs (Superset)
- Description: Zaz Labs is a multiplayer legal platform designed for corporate lawyers.
- Team: Ezaz, Amit
- GitHub: https://github.com/ezazahamad2003/c0mpiled-11-Startup-School-Hackathon-
- Video: https://youtu.be/XvitXicOGEw