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Andrei Manakov

@andection.bsky.social
55 followers 165 following 18 posts

I’m a Senior Staff Software Engineer at Sharechat, working with high-load systems and ML infrastructure. I love reading and writing about distributed systems, performance issues, and high-load solutions. My blog is here andection.substack.com

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Reposted by Andrei Manakov
ScyllaDB @scylladb.com · 22/01/2026
@andection.bsky.social is a trusted voice when it comes to solving scaling challenges. At Monster Scale Summit, Andrei will share how ShareChat built a data-driven cost optimization process and reduced infrastructure costs without sacrificing performance. www.scylladb.com/monster-scal... #ScyllaDB
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Andrei Manakov @andection.bsky.social · 27/10/2025
It is a review on “On Writing Well” by William Zinsser - a classic guide to good writing. The book explains key principles: clarity, simplicity, and more. And you know what? Most of these principles are well-known to experienced developers andection.substack.com/p/clean-code...
andection.substack.com
Clean Code, Clear Writing: William Zinsser’s Principles for Developers
My review of how Zinsser’s "On Writing Well" applies to writing both code and articles.
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Andrei Manakov @andection.bsky.social · 29/06/2025
A nice and short article about bloom filter llimllib.github.io/bloomfilter-... . It explains it great and bunch of good examples
llimllib.github.io
Bloom Filters by Example
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Andrei Manakov @andection.bsky.social · 21/05/2025
I just finished my talk at #current2025 . The recording will be available soon. But you can find my slides already here docs.google.com/presentation/d… Thanks @confluent.io for the opportunity to talk at the Current!
docs.google.com
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Andrei Manakov @andection.bsky.social · 20/05/2025
I have got 5th node to my scylla home cluster in #current25 from @scylladb.com . Thanks, I love them very much!
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Andrei Manakov @andection.bsky.social · 07/05/2025
🌊 I’m excited to share that I’m speaking at #Current25 London! Join me for my talk about Real-Time Deduplication, where I’ll dive into writing efficient pipelines at a scale of more than 3 billions events per day. 📅 May 20 - 21, 2025 📍 ExCel London 🔗 Register now ➡️ cnfl.io/3GFvj1b @confluent.io
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Reposted by Andrei Manakov
Paweł Obrępalski @obrep.bsky.social · 10/04/2025
New blog post! 🔥 A practical guide to get you started with Go performance tuning. Covers setting up metrics , profiling , benchmarking, and leveraging PGO. Check it out for faster, more efficient Go services! obrepalski.com/posts/observ... #go #performance #observability
obrepalski.com
Performance Tuning Quick Start: Metrics, Profiling & Beyond
When working with microservices at scale, performance optimization becomes crucial for maintaining both system reliability and cost efficiency.
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Andrei Manakov @andection.bsky.social · 21/03/2025
My colleague Ivan had an a very deep talk last year, I highly recommend to check it out
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Andrei Manakov @andection.bsky.social · 15/03/2025
I received the speaker swag and assembled whole Scylla family. We enjoyed the Monster Scale summit together 🙂 Thanks @scylladb.com for the amazing conference! #scylladb #scyllaSummit
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Andrei Manakov @andection.bsky.social · 28/02/2025
Efficient deduplication is a crucial component for providing relevant personal recommendations. I will explain how we solved this problem and reduced server cost by 90% www.youtube.com/watch?v=J_tF... Join the Monster Scale Summit to check it out www.scylladb.com/monster-scal...
youtube.com
Monster Scale Summit 2025 - Andrei Manakov, Senior Staff Software Engineer at ShareChat
YouTube video by ScyllaDB
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Andrei Manakov @andection.bsky.social · 25/01/2025
Good article about RecSys architecture, I liked it docs.nvidia.com/deeplearning...
docs.nvidia.com
Best Practices for Building and Deploying Recommender Systems
GPUs accelerate machine learning operations by performing calculations in parallel. Many operations, especially those representable as matrix multipliers will see good acceleration right out of the bo...
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Reposted by Andrei Manakov
Kaivalya Apte @thegeeknarrator.bsky.social · 24/01/2025
Today I released the next episode on The GeekNarrator, with @marcbrooker.bsky.social on AWS Aurora DSQL internals. This is filled with amazing insights. Don't miss this one! youtu.be/ONkfXvPSSpc
youtu.be
AWS Aurora Distributed SQL internals with Marc Brooker - ​ @amazonwebservices
YouTube video by The Geek Narrator
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Andrei Manakov @andection.bsky.social · 24/12/2024
I have got p99 swag pack and I finally assembled my home scyllaDB cluster. Thanks @scylladb.com !
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Andrei Manakov @andection.bsky.social · 21/12/2024
It’s really decent post about database internals tontinton.com/posts/databa...
tontinton.com
Database Fundamentals
The fundamental problems a database engineer thinks about in the shower
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Reposted by Andrei Manakov
Ivan Burmistrov @isburmistrov.bsky.social · 11/12/2024
By the way, you might find this talk from my colleague Andrey @andection.bsky.social useful: www.scylladb.com/tech-talk/ge... It provides some really useful advanced tips on how to troubleshoot Scylla clusters.
scylladb.com
Getting the Most Out of ScyllaDB Monitoring: ShareChat's Tips - ScyllaDB
ScyllaDB monitoring provides a lot of useful information. But sometimes it’s not easy to find the root of the problem if something is wrong or even estimate the remaining capacity by the load on the c...
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Andrei Manakov @andection.bsky.social · 18/12/2024
I wrote a new blog post about analysing #ScyllaDB cluster capacity. ScyllaDB is a highly performant database that supports gradual degradation under load. The post might help in understanding its true capacity and reducing server costs to some extent. open.substack.com/pub/andectio...
open.substack.com
ScyllaDB: How To Analyse Cluster Capacity?
Using these recommendations you can reduce your server cost without any latency degradation.
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Andrei Manakov @andection.bsky.social · 14/12/2024
The tablets feature of ScyllaDB is very impressive. It simplifies maintenance and looks like a solid foundation for possible autoscaling www.scylladb.com/2024/12/03/e...
scylladb.com
ScyllaDB 2024.2 Introduces New Efficiency & Elasticity via “Tablets” - ScyllaDB
Scaling operations with Tablets are up to 30X faster while reducing network costs by up to 50%
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Andrei Manakov @andection.bsky.social · 10/12/2024
Interesting and simple explanation Large Language Models youtu.be/Pv0cfsastFs?...
youtu.be
Beyond the Hype: A Realistic Look at Large Language Models • Jodie Burchell • GOTO 2024
YouTube video by GOTO Conferences
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Reposted by Andrei Manakov
Kaivalya Apte @thegeeknarrator.bsky.social · 15/11/2024
Many databases are moving their state to Object storage. What makes it feasible in 2024? More importantly, how would you design a database on top of an Object Storage? Just released next episode with @sirupsen.bsky.social on The GeekNarrator podcast. youtu.be/yfgD0Pa7o58 Please like, share etc
youtu.be
How would you design a database on Object Storage?
YouTube video by The Geek Narrator
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Reposted by Andrei Manakov
Jake Gold @jacob.gold · 11/11/2024
An unordered / non-exhaustive list of things that helped scale Bluesky's infra efficiently: + Exiting the cloud (colocation) + HAProxy w/many Node backends + Go w/clever code + ScyllaDB + SQLite w/per user databases + Redis w/many instances + AMD servers w/many cores + Purchasing bandwidth directly
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