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Stop Waiting for CloudFormation to Tell You Everything's Fine
DevOps & Cloud 4 min read

Stop Waiting for CloudFormation to Tell You Everything's Fine

I was sitting in a standup last month when our DevOps lead mentioned we'd spent 45 minutes waiting for a CloudFormation stack update to complete. The infrastructure change itself took maybe 30 seconds. The rest of the time? CloudFormation running stabilization checks, making sure...

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AWS CI/CD
จาก chatbot ธรรมดา สู่ AI ที่ทำงานแทนเราได้, เราเติมอะไรเข้าไปบ้าง?
AI & Machine Learning 2 min read

จาก chatbot ธรรมดา สู่ AI ที่ทำงานแทนเราได้, เราเติมอะไรเข้าไปบ้าง?

จาก chatbot ธรรมดา สู่ AI ที่ทำงานแทนเราได้, เราเติมอะไรเข้าไปบ้าง? เวลาเราใช้ ChatGPT หรือ Claude ครั้งแรก, เราพิมพ์คำถาม ได้คำตอบ จบ นั่นคือ LLM (Large Language Model) ในรูปแบบพื้นฐานท...

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Claude ChatGPT
Stop Waiting for Someone to Encrypt Your Life
Web Development 5 min read

Stop Waiting for Someone to Encrypt Your Life

I spent three hours last week helping a friend "secure" her digital life. We installed a VPN, switched to a privacy-focused browser, enabled two-factor authentication. She felt better. I felt like a charlatan. A week later, she was back to logging into everything with her Google...

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Python UX Design
I Got Burned by AWS Security Once. Here's What I Actually Do Now.
DevOps & Cloud 5 min read

I Got Burned by AWS Security Once. Here's What I Actually Do Now.

Three years ago, I deployed a Postgres database to RDS with encryption disabled because the client wanted to "move fast." Two months later, during a routine audit, we discovered the database was publicly accessible on the internet. No one had accessed it yet, we were lucky. But th...

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Startups AWS

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