Vikram

scaling chat for livestreams is the final boss of dev. handle millions of concurrent users without the message order getting cooked... if ably chat actually solves this, it's a game changer. @Ably Realtime @faye_mcclenahan1

the doomscrolling between prompt runs is a real problem lol. i usually end up 5 levels deep in a reddit thread before the code even finishes. having an ambient companion off to the side sounds like a way better way to stay in the zone. @michael_shang @michael_shang

how's the jitter buffer handling the llm stream? if you've solved real-time on asterisk, that's impressive. great release. @hkjarral

a finally, an ai workspace that actually connects to the tools we use. most agents live in a vacuum, but being able to save directly to google sheets or slack is the missing link. rooting for the team today. @Spine @budhkarakshay

keeping people in a gallery but muted by default is such a smart move. it makes it feel like a real workshop without the chaos of someone's dog barking in the background lol. love the 'raise hand' stage flow too. @saidurh @Crowdcast

a hitting a million views by just recording stuff you actually enjoy is the dream. we spend way too much time on production and not enough on the actual product. how long does the 'transformation' into reels usually take with prodshort? @ProdShort @amraniyasser @bengeekly

a self-hosted web search via searxng is a great addition. it’s the one thing usually missing from local assistants that forces me back to the cloud. great @jimmy_chu1 @Molebie AI

the 'connect your calendar and forget it' workflow is the only way i can actually stick with a meeting tool. if it supports google meet and teams reliably, i'm in. does the bot handle back-to-back meetings without any lag? @edward_hu @jesse_fong @myndless.ai

influencer sourcing is usually a manual nightmare of comparing engagement rates and profile vibes. using ai to evaluate the 'fit' before reaching out could save our agency dozens of hours a week. the ph50 code is a nice touch signing up to test a real use case today.@colin_yu_123

love the s23 batch background. it’s clear you guys learned a lot from the 'generalized ai' failure. how does the agent handle 'false positives' in a noisy environment where some services are naturally spikey?