Samridhi

Senior Dev @MSCI_Inc. Expertise in architecting using Google Cloud Platform. I break down AI & software engineering.

[Samridhi @Samridhi1504]

Hi @X algorithm. I'm Samridhi, here to #connect with people working on:
✔️Backend Systems & Data Engineering
✔️AI Tools & Applications
✔️Cloud & Distributed Systems
✔️Python / SQL / PySpark
✔️Developer Productivity
✔️Tech x Policy / Geopolitics
✔️System Design
✔️Interview questions

If you're building, writing, or thinking deeply about tech, let's connect!

If you're building in tech or want to exchange ideas, let's connect!

#Tech #Al #SaaS #Networking #SoftwareEngineering #BackendDevelopment #CloudComputing

[Samridhi @Samridhi1504]

Google Cloud offers multiple ways to connect to a VPC but choosing the right one depends on your performance, security, and connectivity needs.

Here's a simple visual comparing Cloud VPN, Dedicated Interconnect, Partner Interconnect, Direct Peering, and Carrier Peering. ☁️

#GoogleCloud #GCP #CloudComputing #CloudNetworking #CloudArchitecture #DevOps

[Samridhi @Samridhi1504]

The interesting thing about Claude Opus 5 isn't just that it's almost as capable as Fable 5—it's the pricing signal.

Fable costs 2× more, but Anthropic is effectively saying: use it only when the problem genuinely demands frontier-level reasoning. Everything else? Opus 5 gets you remarkably close at half the cost.

We're entering an era where choosing the right model matters as much as writing the right prompt.

[Samridhi @Samridhi1504]

@claudeai Why did you hype Fable 5 so much if you were soon to replace it with Opus 5?

[Samridhi @Samridhi1504]

@mark_k @AnthropicAI Is it a model at par with Fable?

[Samridhi @Samridhi1504]

@cursor_ai this is some serious enhancement. Waiting to try this out.

[Samridhi @Samridhi1504]

LLMs & agentic AI everywhere, yet databases, data models, orchestration (K8s, etc.), concurrency, and core systems are still doing the heavy lifting. Are we still tracking real CS progress outside the AI hype bubble, or has everything collapsed into “AI AI AI”? The foundations didn’t disappear just because the models got flashy.

[Samridhi @Samridhi1504]

@elonmusk @OfficialLoganK Elon never misses a chance!

[Samridhi @Samridhi1504]

@OfficialLoganK Every other model being superior to all other models🫡

[Samridhi @Samridhi1504]

@Kimi_Moonshot Ugh, I feel so swamped just opening X and seeing all those models every single day!

[Samridhi @Samridhi1504]

@sundarpichai Ouch, that hurts!! 😇

[Samridhi @Samridhi1504]

@elonmusk The so-called FIFA princess had to be defeated!

[Samridhi @Samridhi1504]

@soumitrashukla9 $100 credit seems for seems like a joke!

[Samridhi @Samridhi1504]

@sama

[Samridhi @Samridhi1504]

It is concerning to observe the rapid decline in my coding proficiency. A full year of relying on AI for coding assistance, and I now find myself predominantly producing syntactically incorrect code without it 😭🥹

[Samridhi @Samridhi1504]

@forgebitz All three makes me look productive meanwhile making me super lazy!

[Samridhi @Samridhi1504]

@sama I would really agree to this.

[Samridhi @Samridhi1504]

@infoxiao GPT 5.6 Sol is really good. I have been using it since launch and haven't run out of limits even once.

[Samridhi @Samridhi1504]

@petergostev Tell me about it!!

[Samridhi @Samridhi1504]

@omarsar0 Exactly my feelings. This feels like they wish to play us!

[Samridhi @Samridhi1504]

@ItsAlexhere0 LinkedIn is full of people wanting to get into the companies whose founders can be found on X, probably after forming their opinion on Reddit (reading reviews) about these companies! 🤓🤪