Amy Xiao

founder & ceo @cloudgluedev - building the video context layer for AI.
prev ML, infra, engineering @snap, @aws, @rbcborealis, @arizeai & math/physics @uoft

[Amy Xiao @amyxst]

We just launched Tinycloud into public beta 🌥️

It’s an AI agent for video work. It sees everything in your videos (transcripts, audio, visual context, on-screen slides, speaker patterns, and more) so you can query and make artifacts from them.

Think Claude Code but for doing work across your videos.

Try it and show us what you create → https://t.co/dfKusQCKIY 🧵

[Amy Xiao @amyxst]

@gurishsharma immaculate video 👌 let's go team! beautiful product experience.

highly recommend folks trying aspect out.

[Amy Xiao @amyxst]

@omkarmamid sometimes it's much easier !

[Amy Xiao @amyxst]

https://t.co/GohCoTDOMf

[Amy Xiao @amyxst]

@simonfarshid @tabishgilani @thesephist @alexmarantelos @ChrisJing_ @mister_market_ @grinich tell me you’ve been in therapy without telling me you’ve been in therapy

[Amy Xiao @amyxst]

big thanks to @simonfarshid, @tabishgilani, @thesephist, @alexmarantelos, @ChrisJing_, Charles Wong, Elaine Vuong, @mister_market_, and @grinich
for humoring me on the initial idea, reading the first draft, and helping make it better.

[Amy Xiao @amyxst]

the biographies of tomorrow are going to be wild with all the context that's available

[Kevin Dela Rosa @kdrwins]

Excited to be in San Jose this week for ACM @CAISconf ! I'll be presenting our recent work at the AgentSkills poster session:

📚Tool-Skills vs. Workflow-Skills: Routing and Composition in a Multimodal Agent Harness
🔗 https://t.co/ri5I2wwMKq

[Amy Xiao @amyxst]

@ekzhang1 'keras' ! I haven't heard this word in years

[Amy Xiao @amyxst]

@vytalow @ycombinator @ParasmaAI you’re underselling the role your background, tenacity, and clarity of communication played here. those arguably mattered just as much as the idea itself, if not more. congrats!

[Amy Xiao @amyxst]

@timwangyc @seedtosunflower @Joshuabrowder LFG @timwangyc and team! 🔥

[Amy Xiao @amyxst]

@abhiaiyer @hthieblot when you hustle so hard you bend the space-time continuum

[Amy Xiao @amyxst]

I highly recommend ‘lean customer development’, when you’re further along than the mom test:

https://t.co/2mou7S8Rbj

It dives into solving the chicken & egg problem of: how you need customer validation to build, but sometimes you need a working thing to show customers before they can validate.

[Amy Xiao @amyxst]

@sdamico @jfbastien Heck yeah! Detour from usually schedule programming.

Good stuff

[Amy Xiao @amyxst]

@praeclarumjj Thanks Jitesh. Yes, absolutely correct on temporal grounding. Getting that right is table stakes for video understanding, especially for reasoning on longer form video. Thanks for sharing your work, we’ll check it out!

[Amy Xiao @amyxst]

https://t.co/ig8y3acP8s

[Amy Xiao @amyxst]

@olvrgln @ivanburazin is it ready to commit

[Amy Xiao @amyxst]

@swyx happy birthday!

[Tinycloud @iamtinycloud]

Tinycloud is in public beta ☁️

it's an AI agent for video work. point it at your videos and it sees everything: transcripts, audio, visual context, slides, speaker patterns, all of it.

ask it anything. or tell it what to build.

[Tinycloud @iamtinycloud]

we tracked every kilometer and "Cat loud" from Ludwig's Tip2Tip series so that you don't have to

we only used Tinycloud ☁️