Suhani Goyal
129 posts

Suhani Goyal
@suhani_goyal24
BCA fresher | Python dev + DSA grind | Building in public Documenting my journey to first tech job 👩💻 #LearnInPublic
Gurugram Katılım Mart 2024
22 Takip Edilen22 Takipçiler

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This post is shared only for informational purposes, and I am not associated with or endorsed by the company.

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Thought cold email is dead cause I never received a reply but suddenly I started hearing back !
#BuildingInPublic #OpenToWork #Python #JobSearch

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Completed Joins and reached Basic Aggregate Functions. Aggregate functions felt like the easiest concept until I met LeetCode "Easy" questions with LEFT JOIN nulls, division-by-zero handling and tricky GROUP BY constraints.
#LearnInPublic #SQL

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Suhani Goyal retweetledi

GitHub went down for ~70 minutes yesterday. Interestingly, the root cause was not a database (the usual suspect), but an auth was returning 401s. Although outages are not good, we as engineers can learn a thing or two from them. Here's a quick dissection...
So, about 15% of API traffic started getting "Unauthorized" responses for requests that were perfectly valid. The credentials were fine. But the 'infra' was lying. Here is the part that makes this interesting.
Every well-behaved HTTP client reauths when it receives 401. So thousands of apps did exactly what they were supposed to do - and that made things worse.
Every client getting a false 401 (root cause for 401 not mentioned yet) kicked off a token refresh, which piled more load onto an already struggling auth layer. Here is my key takeaway...
When a 401 comes back, we typically reauthenticate, and we should. But if we get 10 consecutive 401s on a token that was just refreshed, reauthenticating again is not the answer. That is a circuit-breaker moment - back off, raise an alert, and stop hammering the system.
Retrying blindly in an auth-failure loop could turn an incident into a full outage. So, this is something you can account for when building your next system :)
Hope this helps.
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@itsurankit Hey I am a Python dev with hands-on AI/ML experience.
I have built deployed NLP pipelines + REST APIs.
Would love to collaborate. What are you building?
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Quick career update:
Joining 2 startups, let's go
- Got intern + ppo on a product based startup
- Also joined on a blr based one
In just last 4 days I got 4 offers, a yc interview, God has been kind:)
More details soon, and I'm just starting!!
Anish@anishsarkars
Big update soon:
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@anisha539728 Hey I am a fresher looking for my first tech job. Let's connect.
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Trying to build a network of developers, builders, and learners.
If you're into coding, open source, startups, AI, or software engineering, drop a follow and let's connect.
#Programming #SoftwareEngineer #BuildInPublic #Tech
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@dubey_udbhav Exactly it's about choosing the right tool for the job, not the "best" language.
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debating on which language is better is number 2 sign of incompetent programmer #Programming #TechTwitter
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@KoniaAnkur @babayagatwt Hey, I am a recent BCA graduate and I post about my daily learnings here. Let's connect! Building in public and learning every day.
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@babayagatwt Hey 👋 brother 🤞
Let's connect
I am a frontend engineering
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