I Connected Claude Code to Roboflow MCP — Here’s What Worked

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I Connected Claude Code to Roboflow MCP — Here’s What Worked Last weekend I wanted to build a quick vision app to detect whether parts on our workshop shelf were correctly labeled. Nothing production-grade — just a proof of concept to see if AI could save us 15 minutes of manual checking. Usually this means: … Read more

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Vibe Coding in Indonesian Costs 50% More Tokens — I Tested

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I use AI coding tools daily. Most of the time I just describe what I want in plain language and let the model generate the code. You know the drill — “vibe coding.” But last week I noticed something: when I asked in Indonesian, the responses felt… heavier. More tokens in the chat, slower, hitting … Read more

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Vibe Coding vs Agentic Engineering: Where I Draw the Line

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I read something last week that stopped me mid-scroll: vibe coding and agentic engineering are getting closer than he’d like — and he’s not comfortable with it. I get it. I use Claude Code almost every day now. Not as a novelty. As my actual workflow. And I’ve noticed the same blurring he’s talking about. … Read more

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My 5 AI Coding Personas That Actually Work

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I’ve been using Antigravity daily for a few months now. At first, I treated it like a generic AI coding assistant — one chat, one personality, ask it everything. It worked, but the output was inconsistent. Sometimes brilliant, sometimes completely missing context. Then I discovered you can configure specialized personas — dedicated agents with their … Read more

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What I Do When AI Generates Garbage Code

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I use Claude Code and Antigravity almost every day. Most of the time they’re great — they scaffold components, write boilerplate, spot bugs I missed. But sometimes? They generate absolute garbage. Functions that call methods that don’t exist. Import statements for packages I never installed. React patterns in my Angular codebase. The kind of code … Read more

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Secure AI Agents with Microsoft RAMPART & Clarity

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Secure AI Agents with Microsoft RAMPART & Clarity The AI agent revolution just hit a security reality check. Every week, another team ships an agent that can read email, query databases, and push code — yet most of these agents run with the security posture of a 2015 cron job. Microsoft’s newly open-sourced RAMPART and … Read more

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