Dikshika Sharma

Hello people, So I was running 3 LLM providers in production. 3 SDKs, 3 billing dashboards, 3 sets of docs. Every time I wanted to try a new model I was rewriting the integration code. OpenAI went down one night and my app just sat there. Dead. No fallback, no routing, nothing. Just a blank screen and angry users. Then I checked my bill at the end of the month. That was a fun morning. So WE (@theunblunt, @intermurphi, @Palakonweb) built Metriqual. Same OpenAI SDK. Change 2 lines, base URL and API key. Now GPT-4, Claude, Gemini, Llama all run through one endpoint. I swap models by changing a string. No refactoring. Provider goes down? It hits my fallback automatically. Rate limited? Routes around it. My users never know if something broke. I set a daily spend cap. I see every request, every cost, every failure in real time. I A/B test models from the dashboard. I update prompts without deploying. PII gets stripped before it ever touches the LLM. All the shit I was building in-house for months was gone in 60 seconds. Free tier. No credit card. 15+ providers. One key. metriqual.com

Tell me the best MLOps tools you guys have used.

@NCMIndiaa Shame on the girl L

If there was any damage to her vehicle then she can claim compensation for the same which the guy is already offering to pay. What is the logic of destroying his bike like this? And no one can stop her because she belongs to the Victim Gender.

We handle this at the proxy layer. Every request gets tagged with: - Provider used - Model called - Tokens consumed - Cost (real-time pricing) Single ledger, no reconciliation needed. Works across OpenAI/Anthropic/MiniMax/Gemini. Happy to show you how useful it is. metriqual.com :)

@intermurphi $40K to $16K is real numbers 🔥 curious how you handle the billing side tho — when agents route across multiple providers, reconciling invoices from 5 different dashboards is its own nightmare. we ended up just settling everything in USDC per call so there's one ledger

Hello there people, so we recently cut a client's LLM costs from $40K to $16K/month. One SDK change. Zero refactoring. The problem you face is that your app talks directly to OpenAI/Anthropic. There is no intelligent routing → No fallbacks when providers go down → No PII protection → AND DEF No cost control So we came up with the solution and built the middleware layer that should exist. You just have to import metriqual client = metriqual.OpenAI(api_key="your-key") THE SAME INTERFACE BUT NOW: Intelligent routing (cost/latency optimized) 2. Automatic failovers between providers 3. PII detection & redaction 4. Request caching 5. Prompt versioning without code changes 6. Sub-millisecond Rust infrastructure If you're spending $5K+/month on LLMs, we'll show you where 40-60% is leaking. Now is this not great? Demo: metriqual.com

Close your eyes, count till 1 and then open your eyes again...that's what forever feels like 🥰 ~Kurzgesagt

@ParamSiddh I am still....

@intermurphi Damn you were a cool girl. Btw you still.....

Me: boy n girl kissing no clothes

@0xdeepeshW3 Yes....but jaha complete combustion hoga vahi sbse garm hoga....and jaha sbse zyada oxygen mil rhi hogi vahi complete combustion hoga hence the hottest.

@intermurphi oxygen to har jgh equal hai , atmosphere ..

Is there any audience on X for science? People who get excited about space, physics, and idk stuff like combinatorial explosion Cuz all I see are techies and as much as I love those but there's no one to relate to 😭

@alphavishall Wow...I think you should also include reading 🥰 else a W day

18/365✨ >shoot the video in morning >did affirmations & self talk >edit the video whole day >hit the gym >went for walk 6/10 day⭐️ how was yours?👀

@0xdeepeshW3 Jaha sbse zyada oxygen mil rhi hoti hai?

@intermurphi haan motion in plane , one more 😂 what is hottest part of flame ?

@0xdeepeshW3 Agar components me todenge to we'll know pulling it easier. Also ye maine 11th me padha tha not in 10th

@intermurphi friction acts normally , just a simple scenario ( how we pull a trolley bag ) by inclining it , so just a simple question which will require more force pulling it or pushing it. pov : class 10th yaad aa gaya physics ka

@Naam_kafi_hai Not my type but I can see why...this seems like a natural and healthy body.

women love this body type for some reason

If aliens visit us, who should be in charge of speaking on behalf of humanity?

@ParamSiddh Online games for girls

@ParamSiddh Justin Bieber new song lyrics

@Anuva_09 Oh is it? Aren't you the part of that audience tho? 😗

@intermurphi Go search for the communities ig 😭 There's one called physics and mathematics.

@Arya_rizabh That's fine blud as long as you're curious and determined to learn 🥰

@intermurphi but i might not know enough for you to relate to..

@0xdeepeshW3 So you mean there's no resistance whatsoever?

@intermurphi is it easy to pull a trolley bag or pull it. trolley is in general position, no extra hilarious assumptions ... ;)

mac now supports windows

MAN TO MAN - QUIT PORN - HIT THE GYM - MAKE MONEY - EAT HEALTHY - BE CLOSE TO GOD - SPEAK LESS, DO MORE