side quests
the pursuits around the company — prior ventures, the oss perimeter, the discord, and the clones.
the founders' quests
- 2018–2021ravel biotechnologies · endederik gafni's prior venture, co-founded with nathan boley — multi-modal neural nets on sequencing data toward an early-detection liquid-biopsy breast-cancer test. raised $9.5m; the university of missouri collaboration produced a 2022 scientific reports paper. the company's outcome post-2021 is unclear — site live, cb insights lists only the seed.
- 2013–2018invitae, freenome, and the consultancy · endedgafni's diagnostics years — main developer and first patent author on invitae's variant-calling system ('my code helped millions of patients'), then ml for colon-cancer detection at freenome. after ravel he ran an ml research-engineering consultancy spanning llms, voice cloning, diffusion, computer vision, finance, rl, and genetics — and productionized invitae's non-invasive prenatal screen.
- 2017–2019deeplearners and the hackathon circuit · endedsasha sheng's peer-learning community — deeplearners ran for a year and a half alongside the facebook years. the company bio credits 'organized many hackathons'; the fun fact is seven hackathon wins in 2023 alone. she also teaches creative coding at gray area and volunteers with the big arts foundation.
- 2019–2024mmf at fair · handed-offsheng's fair-era open-source work — an extensive contributor to mmf, meta's open-sourced multimodal framework, and lead on the ai demos team including diffusion work. the research lineage behind 'human-adversarial vqa' ran through it.
- 2026–complete skeptic · activediogo's complete skeptic — 'sane takes in an insane world,' launched july 2026, ~five posts between scaling-laws corrections and kv-cache economics. the ceo running a media side-channel that pre-loaded the launch's arguments.
- undatedthe ranked-ladder years · endedthe competitive-gaming ledger — top-30 league of legends na, top-2 hearthstone per the team page. the systems-and-rankings instinct predates the lab.
the company's quests
- 2026-08–the sdk perimeter · activethe open-source perimeter — system-one-adapter-python (the 'system one llm' wrapper used to constrain llms in the evals), skills, overwatch, and the python + js sdks, all landing august 8 through september 4 before the launch. ten public repos in the org including the vllm and llada research forks.
- 2026-09–the discord · activethe discord (discord.gg/typesafe) opened at launch with a same-day town-hall ama — the community surface for a waitlist-gated product.
the ecosystem
- 2014–the bench's own work · continuingthe bench's side projects — nathan leclaire co-founded tensorscale (gpu orchestration) and crypto workbench (solana infra), built the docker machine ecosystem, and blogs at nathanleclaire.com; daniel gafni maintains dagster-ray, dagster-polars, and metaxy; eugene shvarts co-founded 'october,' a 2016 ai social network, and is a 16-year fire-dance performer; allie laabs produces immersive-theater props and burlesque/drag shows.
- 2026-09-16–jevlike and the clones · activethe replication wave — vinnylarouge/jevlike, an mit-licensed option-attention reimplementation with the same i/o shape (~228 stars at snapshot, doom and chess demos), plus a satirical two-hour 'qwen-2.5-1b-rlcd' clone video and a diffusiongemma 'jev mode' reported in the hn thread. the moat question made flesh inside 48 hours.
AI-drafted at Ben Guo's direct request and credited to Hraness; every claim links to its cataloged source.