Avanika Narayan
@Avanika15
co-founder/ai @rox__ai | cs phd @Stanford
So excited to be launching @rox__ai with the incredible @IshanMkh, Diogo Ribeiro and @shriram_s. The Rox Agent Swarm is the first enterprise ready fleet of AI agents, designed to supercharge the world’s best sellers. Get your Agent Swarm now —> rox.com Rox…
We built a B2B SaaS sales company and here’s what it taught us about B2B SaaS sales 🧵👇 (but actually) Today we’re launching Rox, the first publicly available AI agent swarm for the top sales teams, and in the private beta it already helped reps grow their books 30%. 2025 is…
[7/18] minions daily ship 🚢 🔗 url fallbacks + cleaner typing! h/t to our collaborators @AMD for improving fallback protocols, typing + model checks in the lemonade client. plus…minions will be giving a talk tmrw at the icml @ESFoMo workshop. deets below, pull up 🚗
![Avanika15's tweet image. [7/18] minions daily ship 🚢
🔗 url fallbacks + cleaner typing! h/t to our collaborators @AMD for improving fallback protocols, typing + model checks in the lemonade client. plus…minions will be giving a talk tmrw at the icml @ESFoMo workshop. deets below, pull up 🚗](https://pbs.twimg.com/media/GwK8NwQXkAAsn15.jpg)
[7/15] minions daily ship 🚢 🖥️ minion http server! spin up a dockerized http server for the minions protocol — powered by DockerModelRunner and @OpenAI clients get started → github: hazyresearch/minions/apps/minion-docker
![Avanika15's tweet image. [7/15] minions daily ship 🚢
🖥️ minion http server! spin up a dockerized http server for the minions protocol — powered by DockerModelRunner and @OpenAI clients
get started → github: hazyresearch/minions/apps/minion-docker](https://pbs.twimg.com/media/Gv7mBhrXEAATeP7.jpg)
[7/23] minions daily ship 🚢 🤖 qwen coder plus! support for @Alibaba_Qwen's latest coding model directly through the @alibaba_cloud client in minions! try it now👇🏽
![Avanika15's tweet image. [7/23] minions daily ship 🚢
🤖 qwen coder plus! support for @Alibaba_Qwen's latest coding model directly through the @alibaba_cloud client in minions! try it now👇🏽](https://pbs.twimg.com/media/Gwl2k3kawAA7Cr6.jpg)
drop 77: stay ahead of the pack 🚴♂️✨ we shipped opportunity products, multi‑value tags, agentic risk updates, and filters & plays cleanup — so your team can track what drives deals, segment smarter, catch risks early, and work more efficiently. agent swarm™ powered by @OpenAI…
[7/22] minions daily ship 🚢 🔍 model discovery made easy! new /models endpoint in the minion http server exposes the full @OpenAI models list from your remote client!
[7/21] minions daily ship 🚢 🧠 qwen3 upgrade! @Alibaba_Qwen revamped their qwen3-235b-a22b model and it slays. use it in minions today, via the @OpenRouterAI client for *free* 👇
![Avanika15's tweet image. [7/21] minions daily ship 🚢
🧠 qwen3 upgrade! @Alibaba_Qwen revamped their qwen3-235b-a22b model and it slays. use it in minions today, via the @OpenRouterAI client for *free* 👇](https://pbs.twimg.com/media/Gwbb_o9bEAM9YVl.jpg)
[7/20] minions daily ship 🚢 🎯 smarter parameters! minions can now auto-tune protocol params for your specific task + context. it runs real experiments, scores efficiency/speed/cost, and picks the best value 👉 hazyresearch:minions/utils/parameter_optimizer.py
![Avanika15's tweet image. [7/20] minions daily ship 🚢
🎯 smarter parameters! minions can now auto-tune protocol params for your specific task + context. it runs real experiments, scores efficiency/speed/cost, and picks the best value
👉 hazyresearch:minions/utils/parameter_optimizer.py](https://pbs.twimg.com/media/GwWkXvFW0AAvkJL.jpg)
[7/19] minions daily ship 🚢 🐳 lightweight docker image! another community contribution 😊. s/o to @Ilopezluna for streamlining the minion @Docker image to be a multi-stage build with minimal deps. and…t-2 hours till minions gives a talk @ESFoMo icml workshop. lfg check it…
minions poster today at 11am pst east exhibition hall there will be swag. lfg

[7/16] minions daily ship 🚢 🐳 configurable local engines! you can now specify the @Docker model runner base url, making it easy to pick your local backend and set which engine (llama.cpp) is the default. h/t to our friend from @Docker, @xenoscopic for the pr!
[7/14] minions daily ship 🚢 🤖 minions x a2a! @wesg07 dropped something 🔥 — an @GoogleCloudTech a2a server with minions integration for single-doc and parallel multi-doc processing. @googleaidevs, take it for a 🙏🏽. see it answer questions about the new @Wimbledon champ…
[7/13] minions daily ship 🚢 🌖 moonshot! @Kimi_Moonshot has been making a lot of waves. now you can use the llms that power it — via the kimi api — in minions today 👇🏽
![Avanika15's tweet image. [7/13] minions daily ship 🚢
🌖 moonshot! @Kimi_Moonshot has been making a lot of waves. now you can use the llms that power it — via the kimi api — in minions today 👇🏽](https://pbs.twimg.com/media/GvyOJuRaAAAEa4u.jpg)
🚢 [7/12] minions daily ship 💧 liquid on the edge! @LiquidAI_'s lfm2 just dropped and we couldn't be more hyped. it sets *the* standard for on-device llms 💪. great work from @MichaelPoli6 and team @LiquidAI_. try it out in minions 👇🏽
![Avanika15's tweet image. 🚢 [7/12] minions daily ship
💧 liquid on the edge! @LiquidAI_'s lfm2 just dropped and we couldn't be more hyped. it sets *the* standard for on-device llms 💪. great work from @MichaelPoli6 and team @LiquidAI_. try it out in minions 👇🏽](https://pbs.twimg.com/media/GvtQj9KWIAAB-pr.jpg)
🚨 rox-🌟 spotlight 🚨 meet jack brethauer, — navy vet, seller’s seller, and execution-first GTM leader at @rox__ai 💫 💡 fun fact: homer simpson is his spirit animal 🍩🧪 🔥 rox culture in 1 word? execution. 💪 why rox? bold vision, agentic product, world-class team,…