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Ankit Bhandari

@anku.bsky.social

22πŸ‡³πŸ‡΅ Interested in ML & Astrophysics πŸͺ Building Porto ❀️

3,351 Followers  |  518 Following  |  1,651 Posts  |  Joined: 08.04.2023  |  1.7078

Latest posts by anku.bsky.social on Bluesky

A technical diagram illustrating the architecture of the AT Protocol (ATP). A central User interacts with a Client App (e.g., Bluesky) on a smartphone, which connects to their Personal Data Server (PDS). The PDS contains an Event Stream and a Data Repository (Merkle Search Tree) storing Signed Records like Posts, Likes, and Follows. Multiple Other PDSs also feed into a central Relay (Big Graph Service) via the Event Stream. The Relay processes these streams into a Firehose (Aggregated Stream), which then feeds into the App View (Application View) where Aggregates, Feeds, Threads, and Counts are generated. The App View is also connected to a Feed Generator, which uses Custom Algorithms and a Labeler (Moderation Service) for Content Labels. The App View also feeds the Processed View (Timeline, Notifications) which connects back to the Client App. Additionally, the Identity Directory (DID PLC) handles DID Resolution, connecting to the PDS, Relay, and App View for identity management.

A technical diagram illustrating the architecture of the AT Protocol (ATP). A central User interacts with a Client App (e.g., Bluesky) on a smartphone, which connects to their Personal Data Server (PDS). The PDS contains an Event Stream and a Data Repository (Merkle Search Tree) storing Signed Records like Posts, Likes, and Follows. Multiple Other PDSs also feed into a central Relay (Big Graph Service) via the Event Stream. The Relay processes these streams into a Firehose (Aggregated Stream), which then feeds into the App View (Application View) where Aggregates, Feeds, Threads, and Counts are generated. The App View is also connected to a Feed Generator, which uses Custom Algorithms and a Labeler (Moderation Service) for Content Labels. The App View also feeds the Processed View (Timeline, Notifications) which connects back to the Client App. Additionally, the Identity Directory (DID PLC) handles DID Resolution, connecting to the PDS, Relay, and App View for identity management.

Google just released a new Gemini Image gen model, and I don't really see much use for image gen models outside of playing around with them for fun, but I managed to get it to use the Google search feature to get the info, and it put together this atproto visualisation... scarily realistic:

[AI]

20.11.2025 16:47 β€” πŸ‘ 11    πŸ” 2    πŸ’¬ 3    πŸ“Œ 0

heard gemini 3 pro is a baddie

18.11.2025 13:11 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

We already have Tweets Importer as Porto. I think People's should also be good but SkyFollowBridge does pretty good imo.

12.11.2025 03:30 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Appreciation for our favorite science communicator, Carl Sagan.

Appreciation for our favorite science communicator, Carl Sagan.

"For small creatures such as we, the vastness is bearable only through love."

Happy 91st Birthday to Carl Sagan – a true pioneer of science who ignited our cosmic curiosity. ❀️

09.11.2025 11:40 β€” πŸ‘ 652    πŸ” 119    πŸ’¬ 6    πŸ“Œ 7
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Mathematical exploration and discovery at scale AlphaEvolve is a generic evolutionary coding agent that combines the generative capabilities of LLMs with automated evaluation in an iterative evolutionary framework that proposes, tests, and refines ...

A new paper with Bogdan Georgiev, Javier Gomez-Serrano, and Adam Zsolt Wagner: "Mathematical exploration and discovery at scale" arxiv.org/abs/2511.02864. Further discussion is at terrytao.wordpress.com/2025/11/05/m...

06.11.2025 03:42 β€” πŸ‘ 110    πŸ” 21    πŸ’¬ 0    πŸ“Œ 3

So awesome to see Nepali origin food getting more recognition; ohhh i am seeing Buddha there too.

Congrats Mayor!

06.11.2025 04:27 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

bluesky +

29.10.2025 12:14 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Protocol Check-in (Fall 2025) | Bluesky We last shared a protocol roadmap back in March 2025, and wow does time fly. If we're being honest, we haven't tied a bow on as many of these threads as we would've hoped. Oh time, strength, cash, and...

atmosphere devs! πŸ§‘β€πŸš€

just published a protocol checkin: docs.bsky.app/blog/protoco...

tl;dr
expect to see a lot of updates from us in the next few months. we're hard at work on making AT easier to build on & ensuring the network remains a resilient foundation for the future of open social

20.10.2025 21:59 β€” πŸ‘ 1356    πŸ” 183    πŸ’¬ 40    πŸ“Œ 27
DEC/ACC

decentralization acceleration

network graph showing nodes spinning out from a central hub, on green background

DEC/ACC decentralization acceleration network graph showing nodes spinning out from a central hub, on green background

dec/acc

03.10.2025 20:04 β€” πŸ‘ 485    πŸ” 51    πŸ’¬ 336    πŸ“Œ 270

Nepal isn’t a terrorist country or something. The protest and violence was due to corruption and censoring peoples from their freedom of speech.

As a fellow Nepali, we all are welcoming. And Nepal is beautiful (except politician).

β€οΈπŸ™

09.09.2025 18:52 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Haveahappyday Yay GIF ALT: Haveahappyday Yay GIF

A calm after the storm.

09.09.2025 18:41 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

. @mzinshteyn.bsky.social Let’s talk! Wanted to raise on something serious

09.09.2025 06:40 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

you know the journalism is dead when a pop culture news account reports the news more accurately than major news media

08.09.2025 16:55 β€” πŸ‘ 36    πŸ” 20    πŸ’¬ 0    πŸ“Œ 0

this isn't just about the social media bans. this is about the corruption that has led Nepal for decades. no matter how much the domestic and international media attempts to belittle our struggles, we will fight back against corruption. jay Nepal πŸ‡³πŸ‡΅

08.09.2025 23:17 β€” πŸ‘ 7    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

hey Brian.. anku from deso here. Wanted to talk with you

08.09.2025 12:53 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Tiktok has removed more than 70,000 videos already and suppressing the voices.

The need of decentralized social media is more than ever. It’s just a matter of time when people realize about hosting their own PDS and switch between different social apps even one gets banned. Protocol >>>> App.

08.09.2025 12:15 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Spoke something here regarding protest. Previously I said about Bluesky can register social media on Nepal to get exposure but I found the reason on why government is doing such. It’s a big censorship agenda who talks against the government and their kids too.

More in thread 🧡

08.09.2025 12:12 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Can connect you with someone in protest. DM :)

08.09.2025 07:15 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Preview
deck.blue Get the most out of Bluesky with a multi-column layout

Graysky, Spark, Dragonfly (for iPad), Skeets, deck.blue etc etc. can find tons of alternative clients for bluesky

04.09.2025 13:15 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Will be safe even if bluesky gets banned. There are 10s of apps built on top of bluesky 🫑

04.09.2025 13:11 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

must be stressful for tool calling and the model for such a brief edit

04.09.2025 10:16 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Nepal government is banning all social media apps today in Nepal. The best thing Bluesky can do is formally register in Nepal which allows exposure + a door of being a registered social media from Nepal.

This could be one of the good play if done by Bluesky.. cc @jay.bsky.team @rose.bsky.team :)

04.09.2025 09:06 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

BIG-MARKS. I mean BOOKMARKS

04.09.2025 08:56 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Bookmarks by rafaelbsky Β· Pull Request #4163 Β· bluesky-social/atproto This adds endpoints to implement bookmarks. ATproto currently only supports public data. On the other hand, we've designed bookmarks as a private feature, in which only the user can see their o...

BOOKMARKS πŸ”– πŸ‘€

github.com/bluesky-soci...

02.09.2025 14:33 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

🀣🀣🀣

31.08.2025 01:54 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

In-line translation will be good as compared to routing for Google translation

28.08.2025 09:03 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Ah my bad haha

27.08.2025 02:29 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Is it? Might be misleading to just reply with this emoji lol.. hope I’m right haha

26.08.2025 18:37 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

🍌

26.08.2025 18:36 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Video thumbnail

Bipin Joshi.

He’s not Israeli. He’s not Jewish. He’s not an IDF soldier - for all you haters out there.

He’s a Nepalese agriculture student and he’s been held as hostage in Gaza for almost 2 years.

Save Bipin.

Save the hostages. πŸŽ—οΈ

24.08.2025 15:42 β€” πŸ‘ 46    πŸ” 21    πŸ’¬ 2    πŸ“Œ 4

@anku is following 20 prominent accounts