09Angadsingh's profile picture. Love Math and ML | Open to Work | Building MVP's | Working with Agentic AI and RAG | LLM's

Angad Singh

@09Angadsingh

Love Math and ML | Open to Work | Building MVP's | Working with Agentic AI and RAG | LLM's

Another open-source contribution. This time contributing to Pipecat, a lightweight framework for building conversational voice agents. Got another PR merged a few days back. Details: Updated the error detection for TTS/STT services by updating the logs and emitting…

09Angadsingh's tweet image. Another open-source contribution. 
This time contributing to Pipecat, a lightweight framework for building conversational voice agents.
Got another PR merged a few days back.  

Details:
Updated the error detection for TTS/STT services by updating the logs and emitting…

Did IITM seriously fork postgres and rebranded it as ShaktiDB or whatever its called? What the hell.


Building something with Rust... Stay tuned.

09Angadsingh's tweet image. Building something with Rust...
Stay tuned.

Some new features added to the GCP CLI today. - Docker support with multi stage builds and cache. - uv support for fast installation (some libraries are heavy) - RAG support for audits, and other finops docs. - Vector search using chromadb/faiss with semantic…


Day 15: GCP FinOps Interactive CLI Updated the CLI mode to be interactive with some options in the LLM department such as CLI chat, analysis, cost spikes, summary, budget suggestions, prioritized recommendations. Prob. would expand this further afterwards. Hmm, maybe RAG…


Even after the drama going on, this stuff happens...

Amazon stock is up 1% as they successfully take down half the internet.

joecarlsonshow's tweet image. Amazon stock is up 1% as they successfully take down half the internet.


Tax Cuts

So, if everything depends on AWS, what does AWS depend on?



Zuckerberg really wants people to use his Meta AI on WhatsApp huhh..

🚨 Meta has updated its WhatsApp API policy to prohibit general-purpose AI chatbots. No more ChatGPT and Perplexity on WhatsApp.

IndianTechGuide's tweet image. 🚨 Meta has updated its WhatsApp API policy to prohibit general-purpose AI chatbots. 

No more ChatGPT and Perplexity on WhatsApp.


If this is true in any way, they are seriously f*cked. Who knows what cracks are there in prod.

Well well well They vibe coded their way into an outage

ShadowSHTrading's tweet image. Well well well 

They vibe coded their way into an outage


Angad Singh memposting ulang

Wishing a joyful and healthy Diwali to all celebrating around the world! Thanks to Apeksha Maker for sharing this stunning photo taken on iPhone 17 Pro Max.

tim_cook's tweet image. Wishing a joyful and healthy Diwali to all celebrating around the world! Thanks to Apeksha Maker for sharing this stunning photo taken on iPhone 17 Pro Max.

Angad Singh memposting ulang

So, if everything depends on AWS, what does AWS depend on?


Happy Diwali Everyone 🎆 -May your code compile -Your builds succeed -and your cloud zones stay live (we’re looking at you, US-EAST-1). 😉 Keep building. Keep shining. #Diwali2025 #AWS


Angad Singh memposting ulang

finally done with ts. so, veridian supports init, hash-object, write-tree, commit-tree, cat-file. finally ran it in terminal and seeing the hashes pop is so satisfying. basically content-addressable storage + sha1 stuff + zlib compression all from scratch 🧵

kayleecodez's tweet image. finally done with ts.

so, veridian supports init, hash-object, write-tree, commit-tree, cat-file. finally ran it in terminal and seeing the hashes pop is so satisfying. 

basically content-addressable storage + sha1 stuff + zlib compression all from scratch 🧵

Angad Singh memposting ulang

Created BubbleLan - a tiny programming language written in Python with its own syntax, REPL and CLI. Runs .bub files and supports variables, lists, arithmetic ops, strings, conditionals and for loops. (repo link below)

magic_bubblez's tweet image. Created BubbleLan - a tiny programming language written in Python with its own syntax, REPL and CLI.

Runs .bub files and supports variables, lists, arithmetic ops, strings, conditionals and for loops.

(repo link below)
magic_bubblez's tweet image. Created BubbleLan - a tiny programming language written in Python with its own syntax, REPL and CLI.

Runs .bub files and supports variables, lists, arithmetic ops, strings, conditionals and for loops.

(repo link below)

Day 7: GCP CLI Tested the forecasting using Prophet on sample billing data. (pred. between mid oct - nov 2025) Obv they feel very iffy, so I was checking github out for this: Prophets default linear model may lead to predictions outside historical range. #FinOps #Python

09Angadsingh's tweet image. Day 7: GCP CLI

Tested the forecasting using Prophet on sample billing data. (pred. between mid oct - nov 2025) 

Obv they feel very iffy, so I was checking github out for this:

Prophets default linear model may lead to predictions outside historical range.
#FinOps #Python

Hey again Everyone! I am looking to #Connect with people interested in: Frontend & Backend Open Source DevOps & FinOps AI/ML Agentic AI (Multi Agent Frameworks) RAG Generative Al Conversational Voice Agents #letsconnect #buildinpublic


Day 5: GCP FinOps CLI Had been stuck for the past 2 days with other projects so no posts. Created a CLI for audits, PDF reports, forecasting using Prophet library (one of the pains of GCP, doesn't have public API's for forecasting) #BuildInPublic #FinOps #Python #GCP #CLI

09Angadsingh's tweet image. Day 5: GCP FinOps CLI

Had been stuck for the past 2 days with other projects so no posts.

Created a CLI  for audits, PDF reports, forecasting using Prophet library (one of the pains of GCP, doesn't have public API's for forecasting)
#BuildInPublic #FinOps #Python #GCP #CLI

Was thinking of working on an extension for transcription, created a small demo👇

09Angadsingh's tweet image. Was thinking of working on an extension for transcription, created a small demo👇

Day 2: End-to-End GCP FinOps Dashboard Just added PDF Reports Page that include (but not limited to): ✅ Cost summary & trends ✅ Service-level breakdown ✅ Resource audit ✅ Auto-generated charts ✅ Top 20 optimizations ✅ Savings Analysis #FinOps #Python #CloudEngineering

09Angadsingh's tweet image. Day 2: End-to-End GCP FinOps Dashboard

Just added PDF Reports Page that include (but not limited to):

✅ Cost summary & trends
✅ Service-level breakdown
✅ Resource audit
✅ Auto-generated charts
✅ Top 20 optimizations
✅ Savings Analysis

#FinOps #Python #CloudEngineering

Hi Everyone 👋 Looking to connect with people who are into 👇 -Open Source -Startups -Agentic AI -DevOps & FinOps -ML & DL -Full Stack Let’s collaborate, learn and build together 🤝 #FinOps #OpenSource #buildinpublic #DevOps #AI #StartUps #fullstackdeveloper #Backend


United States Tren

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