mraza007

It's so cool to browse youtube like this again, So many cool recommendations, a much needed project

This could be really useful especially for the agents

Agentic Coding has been a huge strain on CI, I have been using Bazel to improve our build times and ultimately building customized runners to improve our CI

Anyways great blog post from linear team a lot to learn from it

Man what a week, We just had GLM 5.3 that came out and then we had smaller local model Qwen3.8-27B from Qwen

Just tried using Pi Agent and looks very promising

Sorry , It was 5.2 :)

Such an interesting times we are in,

We just had amazing releases this past two months

kimi k3, glm5.3 qwen3.8 and now glm5.3

These open models are getting really good

Haven’t heard about little corer but I’ll give it a try

Pi Agent has been one of my favorite harness when it comes to using with local models

I had a lot of success running it on my Mac with Qwen3.6-35B-A3B model

I have been using Qwen3.6-35B-A3B as my daily driver as well and its been phenomenal when it comes to coding

Let me know how it goes, feedback is always welcomed :)

Thank you, I wanted to keep it simple Tauri is fun to build with I must say

Author here,

Agreed and most people tend to go towards ECS is because they don’t have enough resources to manage EKS or Kuberenetes in general

Now Kuberenetes is really powerful in my opinion but sometimes it might be an overkill

You might even get away with EC2s but they bring extra overhead of management such as patches and os upgrades and autoscaling can be trivial

As someone who loves teaching and building this can be very useful

For example i built this https://kubernetes-made-simple.vercel.app/

Now i can add this

Woah that's brutal all the important information is wild in public

This is a great idea, but going against FIX protocol would be huge challenge as it's an industry standard and there's alot of regulation in financial industry

It’s one of the best resources out there which helped me learn linux

Thank you for feedback and you are right, especially about learning from interactive tutorials

I love how you used SQLite (FTS5 + sqlite-vec)

Its fast and amazing for generating embedding and lookups

This is so true Especially with middle managers they are they the ones that are hit the hardest

Impressive work

You nailed right Most startups die because they optimize too much and have no real users

This is so true, scope creep is real when the client actively gets involved

And when that happens it’s better to move the contract to hourly rather having it fixed price

But you are also right about having a strong contract

Location: New York City, United States

Remote: Yes (Preferred)

Willing to relocate: No

Technologies: AWS (ECS, EKS, Lambda, CloudFormation, CDK, Glue, MWAA), Terraform, Python, GitHub Actions, GitLab CI, Jenkins, Docker, Kubernetes, PostgreSQL, FastAPI, Flask, Django, Bash, Linux

Résumé/CV: Available upon request

Email: [email protected]

GitHub: https://github.com/mraza007

Website: https://muhammadraza.me/work

I'm a Senior DevOps Engineer with 5 years of experience in cloud infrastructure and automation. I spent 2 years at AWS Professional Services, where I led CloudFormation Resources Migration, built CDK constructs in Python and TypeScript, and helped enterprise customers design CI/CD pipelines.

I'm open to DevOps, platform engineering, SRE, or backend Python roles. Happy to chat about contract or full-time opportunities.

Happy New Year Everyone Wishing Everyone a great a year ahead and great health