Ayush

Agent systems in production - architecture, infra, latency, cost. Writing about what actually works. opinions are my own.

[Ayush @ayushthought]

I lead applied AI work, but this account is about the engineering behind agent systems that survive production.

I'll write about:
- agent architecture and orchestration
- LLM infra, latency, and cost
- voice and realtime systems
- emotion, evaluation, and conversation quality
- new model releases, tested without launch-day hype
- infra failures and the fixes that held
- lessons from leading engineers and shipping AI products

The standard is simple: numbers over vibes, tradeoffs over absolutes, and failure modes over polished demos.

If you're building AI systems that need to work outside a demo, follow along.

[Pat Opet @patopet]

if you’re working for a company in cybersecurity, you should be evaluating your options to abstract your companies services from the internet

what i mean is: why allow an unauthenticated anonymous agent of an attacker to interact with your systems?

consider your architectural levers now, you’re going to need them

[Sumanth Puram @sumanthpuram]

Got an email from @WisprFlow with step-by-step instructions to disable voice typing in @meetgranola.

I didn't even know Granola had that feature.

I turned it on and cancelled my WisprFlow subscription.

[Ayush @ayushthought]

@Harshakoliki Yayyyy

[Ayush @ayushthought]

@EagleBelt 👍👍

[Ayush @ayushthought]

@EagleBelt Where to get on on the website ?

[Ayush @ayushthought]

@EagleBelt Crazy bro ���

[Ayush @ayushthought]

@Dheemanthredy @mayaresearch_ai Lets goo 🤩

[Dheemanth Reddy @Dheemanthredy]

Maya-2 voice model weights are officially live! 🇮🇳🇮🇳

The frontier voice model for India is now completely open-weight.

• Outperforms ElevenLabs v3, Sarvam Bulbul v3, and Cartesia Sonic 3.5
• 1.5B+ people covered across all 28 states and 8 union territories
• SOTA voice synthesis across 11 official languages
• 20 native speakers pre-loaded, ready out of the box
• Best-in-class zero-shot voice cloning

Built by a team of five from the land of languages.
Go build and have fun!

[Ayush @ayushthought]

i'll wait and see what you guys cook next, all the best!

[Arc @arcinternet]

We've decided to sunset Arc on December 22, 2026.

That's not an easy sentence to write. We spent years building Arc and celebrating each and every release along the way: we have so much pride and love for what we made alongside the Arc community.

Our priority is to deliver best-in-class security for our members. Keeping a browser secure takes constant, dedicated work that is only increasing in the age of AI. Dia was built from the ground up to meet today’s security standards, so that's where our engineering and security teams will focus moving forward.

We've worked to make switching to @diabrowser as easy as possible for Arc members. Here's how:

· Your passwords, bookmarks, extensions and history come over to Dia seamlessly.
· Spaces, Folders, and Tab Groups are in Dia and import over with your data intact.
· Dia now surpasses Arc benchmarks in stability, speed, and security.
· The browser features you use in Arc are free in Dia, and the AI is optional.

Thank you for using Arc, for pushing us to make it better, and for building alongside us. The team that made Arc is the same team behind Dia, and some of our most ambitious work is just ahead. We'd love for you to be there with us when it lands.

[Arc @arcinternet]

We've decided to sunset Arc on December 22, 2026.

That's not an easy sentence to write. We spent years building Arc and celebrating each and every release along the way: we have so much pride and love for what we made alongside the Arc community.

Our priority is to deliver best-in-class security for our members. Keeping a browser secure takes constant, dedicated work that is only increasing in the age of AI. Dia was built from the ground up to meet today’s security standards, so that's where our engineering and security teams will focus moving forward.

We've worked to make switching to @diabrowser as easy as possible for Arc members. Here's how:

· Your passwords, bookmarks, extensions and history come over to Dia seamlessly.
· Spaces, Folders, and Tab Groups are in Dia and import over with your data intact.
· Dia now surpasses Arc benchmarks in stability, speed, and security.
· The browser features you use in Arc are free in Dia, and the AI is optional.

Thank you for using Arc, for pushing us to make it better, and for building alongside us. The team that made Arc is the same team behind Dia, and some of our most ambitious work is just ahead. We'd love for you to be there with us when it lands.

[Ayush @ayushthought]

my feed is filled with disposable software demos. 🫤

[Ayush @ayushthought]

@Harshakoliki @OpenAI @OpenAIDevs 🔥

[Ayush @ayushthought]

@korablev plans of open source??

[Ayush @ayushthought]

@gregpr07 @BrowserUse @browser_use

[Ayush @ayushthought]

@gregpr07 Tried disposable browsers, proxy rotation, and a bunch of other approaches before switching to your cloud. Now building our product on @browseruse. Would love to scale our usage with the team.

any startup credits available? Thanks, Gregor!

[Ayush @ayushthought]

agentic observability sucks rn

[Ayush @ayushthought]

@arcinternet Woah okay, fuck

[Dheemanth Reddy @Dheemanthredy]

I am Dheemanth and this is my story.

[Ayush @ayushthought]

@Dheemanthredy @mayaresearch_ai 🥳 excited