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@toppickmanny: Toppick on ig

Manny
Manny
Open In TikTok:
Region: US
Sunday 27 September 2026 13:15:56 GMT
39564
4132
35
385

Music

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No Watermark .mp4 (1.92MB) No Watermark(HD) .mp4 (2.06MB) Watermark .mp4 (1.79MB) Music .mp3

Comments

jameson._.r
Jameson :
Is the carbon from the cars not a problem
2026-09-27 15:33:00
23
acura.ky
acura.ky :
Ima own this in the next 5 years
2026-09-27 20:01:58
0
keely.moran
Mr. Bombastic :
The house look cold asf tho.
2026-09-27 18:16:00
17
maxwu413
maxwu413 :
Dream live ngl
2026-09-27 13:19:57
68
gwn_davidb
Davida :
2-3 work days to warm up
2026-09-27 18:58:41
6
brayden.hill49
Gearhead :
The music implies non legal money, but the cars imply legal
2026-09-27 17:35:49
3
alsace_66_cadillac
Alsace_66_cadillac :
No window though
2026-09-27 15:09:03
1
franciszekjanota6
franciszekjanota6 :
heating bill
2026-09-27 18:54:23
3
amanichmadosha
amani🌺 :
penthouses solo
2026-09-27 14:38:05
1
evan.bukowski9
evan :
Egg in the living room
2026-09-27 18:06:09
0
aleksio_8
𝖺𝗅𝖾𝗑† :
Kitchen and bathroom?
2026-09-27 14:02:42
1
ricardo_rgb
ricardo_rgb :
2026-09-27 13:20:06
2
hollay.dominik
Hollay Dominik :
Wow
2026-09-27 14:30:51
0
usr19035
BR_1903 :
Sheee
2026-09-27 15:46:48
0
acuset.dv
Sasuke :
Gta warehouse
2026-09-27 14:32:30
0
d.siljanoskii2
Dame :
support for small creators
2026-09-27 13:18:37
3
its.robert.2983
Robert :
i just know that heating bill will be expensive
2026-09-27 14:15:07
3
aml51425
✝️🥋Amina🥋✝️ :
@Ä1D3Ñ
2026-09-27 15:15:46
0
bro.huh536
Teddy… :
@ッrory✝️
2026-09-27 15:53:16
1
jonahbryant14
Jonah Bryant :
@𝒦𝒶𝓂𝓇𝓎𝓃
2026-09-27 16:23:51
0
eyad.mocs
eyad mocs :
🔥🔥🔥
2026-09-27 17:19:10
0
To see more videos from user @toppickmanny, please go to the Tikwm homepage.

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Load balancer. Cache. Queue. CDN. Replica. Shard. 🧠 If those sound like a pile of random buzzwords, this one's for you. Here's the secret: nobody sits down and designs a system with 9 components. You start with ONE server, and every new piece gets added because something broke. Here's the whole thing in order 👇 1️⃣ One server can't keep up → add more servers + a load balancer 2️⃣ Every server hammers the same database → add a cache (Redis) 3️⃣ Reads keep growing → add read replicas 4️⃣ One database can't hold it all → shard the data 5️⃣ Photos and videos bloat the database → move them to object storage (S3 / R2) 6️⃣ Users far away wait forever → put a CDN in front 7️⃣ Uploads make users wait on slow jobs → add a queue + background workers 8️⃣ Servers crash, regions disappear → build in redundancy 9️⃣ You can't see what's breaking → add observability (logs, metrics, traces) And the biggest beginner mistake? Adding Kafka, Kubernetes, microservices and 10 databases before you have a real problem. Every component has a cost: • caches go stale • queues deliver twice • replicas lag • shards make queries harder • microservices fail over the network So the real skill isn't memorizing tools. It's asking one question: 👉
Load balancer. Cache. Queue. CDN. Replica. Shard. 🧠 If those sound like a pile of random buzzwords, this one's for you. Here's the secret: nobody sits down and designs a system with 9 components. You start with ONE server, and every new piece gets added because something broke. Here's the whole thing in order 👇 1️⃣ One server can't keep up → add more servers + a load balancer 2️⃣ Every server hammers the same database → add a cache (Redis) 3️⃣ Reads keep growing → add read replicas 4️⃣ One database can't hold it all → shard the data 5️⃣ Photos and videos bloat the database → move them to object storage (S3 / R2) 6️⃣ Users far away wait forever → put a CDN in front 7️⃣ Uploads make users wait on slow jobs → add a queue + background workers 8️⃣ Servers crash, regions disappear → build in redundancy 9️⃣ You can't see what's breaking → add observability (logs, metrics, traces) And the biggest beginner mistake? Adding Kafka, Kubernetes, microservices and 10 databases before you have a real problem. Every component has a cost: • caches go stale • queues deliver twice • replicas lag • shards make queries harder • microservices fail over the network So the real skill isn't memorizing tools. It's asking one question: 👉 "What problem forced us to add this?" Start simple. Find the bottleneck. Add the smallest fix. Repeat. 💾 Save this for your next system design interview 💬 Which of the 9 steps did you learn the hard way? Tell me in the comments 👇 #systemdesign #softwareengineering #backenddevelopment #codinginterview #learntocode

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