A Devops Meme

https://youtu.be/BbyVmVBcKPY

Sorry didnt know where else to post this

https://redd.it/p5ojpu
@r_devops

Managing Workflows with OpenShift

Useful tools and resources for managing your workflows with OpenShift

Table of Contents

Getting Started with OpenShift

[What is OpenShift?](https://github.com/mikeroyal/OpenShift-Guide#what-is-openshift)
Developer Resources
[Certifications & Courses](https://github.com/mikeroyal/OpenShift-Guide#Certifications--Courses)
Books
[Setting up Red Hat CodeReady Containers (CRC) OpenShift](https://github.com/mikeroyal/OpenShift-Guide#Red-Hat-CodeReady-Containers-CRC)
Setting up Podman
[Setting up Buildah](https://github.com/mikeroyal/OpenShift-Guide#setting-up-buildah)
Setting up Skopeo
[File systems](https://github.com/mikeroyal/OpenShift-Guide#file-systems)
OpenShift Tools

https://redd.it/xy8l14
@r_devops

CodeSmash - Build In Public - Get Ready to Sign Up



Hey guys, we're back with another video! 👋😃

https://youtu.be/Vnl8lCySi60

This time, we're letting you know more about our No Code platform CodeSmash and that we have a roadmap for what's next. Make sure to keeps checking up on our progress because we will soon add the following features:

\- Create your account

\- Save your Stacks for later

\- Store your Stacks in Git repos by default

https://redd.it/11dbgw3
@r_devops

StackGen acquires Opsverse

# OpsVerse is now StackGen. Bringing AI-Powered DevOps Intelligence to The Future of Infrastructure Management.

Read the story behind the the acquisition by StackGen CEO Sachin Aggarwal - https://www.linkedin.com/posts/sachinyaggarwal\_stackgen-opsverse-cloud-activity-7363932884505645056-MnEl?utm\_source=share&utm\_medium=member\_desktop&rcm=ACoAAB6IM1MBJXXZ9cjwpEgIwqXvHYUTthysvQY

https://redd.it/1mw7tgr
@r_devops

built something, open for your valuable feedback and improve

Hello Guys ,

I was working as an intern and had good networking and met a lot of wonderful people and always I wanted to finish the allocated task before the deadline I was constantly relying on LLMs and switching multiple accounts if the usage limit is complete. Felt a gap and tried to learn the concept after building, but felt like there is Intellectual Privacy Risk of leakage and a lot of hallucinations. I always like Linux and The Rust Programming Language so felt the privacy to be for code and thought of making it #Zero_Knowledge like redacting the secrets , having the code I sent to be abstracted with non-meaningful placeholders like example :  openai_key: str | None = os.getenv("OPENAI_API_KEY") ->  variable_1: str | None = os.getenv(string_literal_1) , (<<FUNC_A3B4C5>>) and mapping and for Python, I was looking up and came across Abstract Syntax Tree (AST) parsing ,this disrupts the LLM's pattern-matching engine, forcing it to focus only on the generic logic problem and preventing it from "guessing" the purpose of your code or hallucinating . And the LLM is prompted with inbuilt LINE BY LINE guidance to return only the difference (a Unified Diff) for the modified files like GitHub , drastically cutting down output tokens and reducing API costs. Project File Tree and uses clear, standard Markdown language fences to give the LLM the full context of a multi-file project, addressing the common problem of LLMs missing the "big context" of a complex system code. there was good tools like #Flake8, #Bandit, #ESLint, #tsc, and #Cargo in parallel across multiple languages to check for syntax, security, and type issues and used it . final code is executed inside a resource-limited, network-disabled Docker sandbox to run tests (user-provided or generated placeholders). This catches runtime failures and provides static concurrency analysis for complex Python code, flagging potential lock-order deadlocks in code. I have added the support for local machines and small instruction to setup if you have good system built Google Chrome will work #Safari is blocking and working on it and the LLM's authoritative ROLE persona, ensuring a professional and security-conscious tone. so the LLM to commit to a #Chain_of_Thought reasoning before generating code. This significantly improves fix quality and reduces hallucinations. This is a BRING YOUR OWN KEY (#BYOK) model so you have your favourite API and you have the control and I limited the tiers just because to reduce my billings to run this and I'm working on improving this and building this as a one person so reach me out for all your feed back.



its live ! and its #ZERO_PIRATE \-> 0pirate



https://0pirate.com/

#developer #devtools

https://redd.it/1o05qd6
@r_devops