Tag: Claude

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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Claude AI Agents

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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Claude AWS

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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Claude ChatGPT

AI & Machine Learning Jun 30, 2026 • 4 min read

I Asked Claude to Pick My Dependencies, and Now I'm Questioning Everything

Last month, I was building a new feature flag system for one of our client projects. Instead of doing what I used to do, spending an afternoon researching options, reading Github issues, checking licensing, I did what felt natural in 2025: I asked Claude for a recommendation. Withi...

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Claude AWS

Tech News Jun 29, 2026 • 4 min read

Stop Copy-Pasting Your Prompts: How I Finally Automated the Repetitive Part of Using Claude

I've been using Claude for about six months now, and there's this moment that happens almost daily where I catch myself typing the same instructions again. "You're a backend developer. Format code in Python. Include error handling." Then I paste my project context. Then I describ...

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Claude Python

AI & Machine Learning Jun 29, 2026 • 4 min read

Stop Throwing Money at LLM APIs: The Honest Truth About Where Your Costs Actually Live

I spent three weeks last year optimizing database queries that were costing us maybe $200/month in infrastructure. Meanwhile, I was casually firing off API calls to Claude and GPT-4 with zero visibility into what we were actually spending. When my co-founder finally pulled the AW...

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Startups Claude

Programming Jun 28, 2026 • 4 min read

Stop Dumping Your Entire Codebase Into Claude, It's Making Your AI Worse

I spent three weeks last month fighting with a multi-phase feature build using AI assistance. Phase 1 went clean: authentication scaffolding, user model, database schema. Twenty-three files, well-structured, solid foundation. Then Phase 2 started, and I panicked.

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Claude Career Growth

AI & Machine Learning Jun 28, 2026 • 4 min read

Stop Writing SQL to Talk to Your Database, But Should You?

I spent three hours last week debugging a query that a non-technical stakeholder asked me to run. They wanted to know how many users had churned in the last month, and instead of a five-second answer, I got pulled into explaining joins, WHERE clauses, and date functions. By the t...

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Claude

Web Development Jun 27, 2026 • 5 min read

Stop Fighting Your AI Pair Programmer: Why Rule Files Actually Work (And How to Use Them Right)

Last month, I watched Claude generate a completely wrong folder structure for a React component I'd asked it to scaffold. Not *technically* wrong, it compiled fine, but wrong for *our* project. It didn't know about our feature-based colocation pattern. It didn't know we validate ev...

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Claude AI Agents

Design & UX Jun 26, 2026 • 5 min read

Why the OpenAI-Foxconn Deal Actually Matters to Developers Like Me

Last month, I was debugging a deployment pipeline at 2 AM when it hit me: the infrastructure I'm building on doesn't just materialize. Someone had to design it. Someone had to manufacture it. Someone had to make sure the supply chain didn't break. I was so deep in containerizatio...

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Claude AWS