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AI & Machine Learning Jul 2, 2026 • 5 min read

Stop Organizing Code for Machines. Organize It for AI.

Last month, I was running Claude on three parallel tasks across one of my projects—a schema migration, an API contract update, and frontend fixes to match it. By hour two, the agent started hallucinating file paths. It wasn't confused because the codebase was too big. It was conf...

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Web Development Jul 2, 2026 • 4 min read

The API That Lost Users Taught Me What Actually Matters

I shipped an API once that was technically correct. It had endpoints. It returned data. It had tests. My team called it "done" on a Friday afternoon, and I remember feeling that particular satisfaction of closing a ticket and moving on to the next feature.

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Career & Growth Jul 1, 2026 • 5 min read

The Bug That Made Me Stop Trusting My Experience

I was three hours into debugging a payment reconciliation issue last month when I realized I was looking in the wrong place entirely. The problem wasn't some asynchronous race condition or a subtle state management bug—it was a date comparison that was off by a single day. I'd wr...

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DevOps & Cloud Jul 1, 2026 • 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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Design & UX Jul 1, 2026 • 4 min read

I Stopped Hand-Picking Data Colors and Started Using AI Instead—Here's What I Learned

Last month, I was building a dashboard for a client that needed to visualize 12 different data categories simultaneously. I spent three hours tweaking hex codes, checking contrast ratios, running them through colorblindness simulators, and then watching the product manager ask fo...

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Programming Jul 1, 2026 • 4 min read

Midnight's Shielded Tokens Broke My Brain (And Taught Me Why EVM Intuitions Are Dangerous)

I spent three weeks debugging a "public mismatch error" last month before I realized I was thinking about token contracts like an EVM developer. The error message from the proof server was useless—just a cryptic complaint about balance inconsistencies. I rewrote the same circuit...

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Tech News Jul 1, 2026 • 4 min read

The FDE Model is AWS Finally Admitting What We Already Know: AI Integration is Hard

Last month, I was sitting with a client in Karachi who'd just spent six figures on an AI implementation that looked good in demos but fell apart in their actual workflow. Their team had gone through all the training, read the documentation, watched the videos—and still couldn't m...

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AI & Machine Learning Jul 1, 2026 • 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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Web Development Jul 1, 2026 • 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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Career & Growth Jun 30, 2026 • 5 min read

I Built a "Simple" Cache Layer and It Cost Me 3 AM Debugging Sessions

I remember the exact moment it clicked for me. I was sitting in the office at 3 AM, staring at production logs, trying to understand why our payment processing service was silently dropping transactions. The caching layer I'd rushed to build six months earlier—the one I'd proudly...

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Blog & Articles

Stop Organizing Code for Machines. Organize It for AI.

The API That Lost Users Taught Me What Actually Matters

The Bug That Made Me Stop Trusting My Experience

Stop Waiting for CloudFormation to Tell You Everything's Fine

I Stopped Hand-Picking Data Colors and Started Using AI Instead—Here's What I Learned

Midnight's Shielded Tokens Broke My Brain (And Taught Me Why EVM Intuitions Are Dangerous)

The FDE Model is AWS Finally Admitting What We Already Know: AI Integration is Hard

จาก chatbot ธรรมดา สู่ AI ที่ทำงานแทนเราได้ — เราเติมอะไรเข้าไปบ้าง?

Stop Waiting for Someone to Encrypt Your Life

I Built a "Simple" Cache Layer and It Cost Me 3 AM Debugging Sessions

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