Rajesh P

Application Developer,

[Rajesh P @billaFaad]

AI agents are probabilistic, but the systems around them don’t have to be. One architecture pattern I find useful is to separate: reasoning and planning , policy and authorization ,execution, audit

https://t.co/7oZsIQYWqK

[Rajesh P @billaFaad]

AI agents are getting more capable. But the real question is not just what can they do? — it’s what should they be allowed to do?

Maximum useful intelligence. Minimum necessary authority.

More here:
https://t.co/9VCQQzUUdy

[Rajesh P @billaFaad]

Starting a GenAI project shouldn’t mean hours of setup.

Metis is an open-source CLI that scaffolds ready-to-run AI projects.

metis init rag

Docker. Vector DB. APIs. Starter code. Done.

https://t.co/fLwTa2lIkf

https://t.co/T5AtbWj6Cf

[Hussein Nasser @hnasr]

The Anatomy of a WebSockets frame

With a maximum header size of 14 bytes makes more efficient for bidirectional use cases (eg chatting, gaming) compared to using long polling which has the overhead of HTTP headers.

Maximum message size can be up to 2^63 bytes

Of course being on top of TCP we suffer the head of line blocking.

[Docker @Docker]

Ask your GitHub repo questions. Get answers in plain English. 😎

Docker Captain @billaFaad built a CLI agent using Docker MCP Toolkit and Compose.
Portable, practical, production-ready.

📖 https://t.co/WYPDwtf9pB

#Docker #AIagents

[Rajesh P @billaFaad]

@Jack_Frodo Why cant we tie 2 big bluetooth speakers and play sounds or music which scares these birds

[anand mahindra @anandmahindra]

This video is, I believe, over a year old.

I saw it only recently and couldn’t help being greatly moved.

First, thank you to the car’s owner for his generosity of spirit and empathy.

And I have to say, as a car manufacturer, it is good to be reminded of the uninhibited joy and delight cars can provide to people.

That is how I hope our designers and engineers at Mahindra—both current and future—will always approach the creative process: by keeping in mind that cars are more than just devices of transportation.

When designed with passion, they can deliver joy to all who experience them…

[Charlie Marsh @charliermarsh]

Oh wow, a popular GitHub Action (tj-actions/changed-files) was fully compromised. Someone committed a base64-encoded payload that runs a script that in turn prints out encoded secrets…

Stay safe out there!

[Rajesh P @billaFaad]

Vector database and conversion of text to vectors for similarity search.
https://t.co/gapWFloBu8

[Rajesh P @billaFaad]

Structured outputs in LLMs -
https://t.co/gZQKoB4CFt

[Rajesh P @billaFaad]

Streaming LLM response in Spring AI
https://t.co/HWriRcAZe7

[Rajesh P @billaFaad]

Optimizing AI Interactions in Spring AI using ChatResponseMetadata
https://t.co/WbGMDx5RpR

[Rajesh P @billaFaad]

Fluent APIs and Spring AI's Chat Client API - https://t.co/poqoc1aiZ2

[Rajesh P @billaFaad]

Prompts in Spring AI - Blogs, Ideas, Train of Thoughts https://t.co/YHGlFWjipQ

[Rajesh P @billaFaad]

What is ollama? Is it also a LLM?
https://t.co/ZXLJpGUodi

[Rajesh P @billaFaad]

What is Spring AI ? Example of a chat API with multiple LLMs - Blogs, Ideas, Train of Thoughts
https://t.co/4xy2LRqlZo

[Rajesh P @billaFaad]

@netflix 25% loading

[Jordan Payton @LEGIQN]

Netflix servers right now 😂

[Genpact @Genpact]

Curious about how #AI can take software development to the next level? Explore the potential of generative AI and discover innovative solutions on our website.

[Rajesh P @billaFaad]

How do you setup Keycloak with an existing PostgreSQL database and Docker ? - Blogs, Ideas, Train of Thoughts https://t.co/uYvPF4EexD