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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


Yes I was talking about middle managers mostly. Upper management, C-suite, execs are mostly protected from firing unless they F-up big time like sexual assault, hate speech, etc.


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


“Scope creep is real when the client gets actively involved”

Or when there are multiple stakeholders involved. It’s a never ending stream of making the logo bigger, then reducing the size.


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: muhammadraza0047@gmail.com

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


I want to go full into indie hacking and learn atleast a new language this year

Lastly I must say with the help of AI i can now finally develop good frontends


Merry Christmas HN Sending Warm Greetings to Everyone: https://festivegreeting.vercel.app/?id=90564ef5-f137-43be-b6...


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