#developer-tools
5 articles
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Your AI Coding Tool Is Now Part of Your Data Platform's Attack Surface
In 12 days, a hosted AI coding console leaked API keys and a tampered Claude Code extension put a backdoor on developer machines. Neither attack was aimed at your warehouse. Both show how close it sits.
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The Harness Is Everything
What Cursor, Claude Code, and Perplexity actually built -- and why the model was never the real product.
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Vibe Coding Is Great. Vibe Reviewing Is Terrifying.
AI can write the code. The problem is the person approving it -- working with an atrophying skill set, a backlog that doubles every quarter, and a mounting suspicion they can't tell if what they're merging is safe.
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The AI Doesn't Need to Read Your Codebase. It Needs a Map.
Context Hub, Code Review Graph, and the emerging discipline of giving AI agents less to make them smarter.
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Claude Code Puts an AI Agent in Your Terminal — And It Actually Works
Anthropic's agentic CLI reads your codebase, edits files, runs commands, and commits changes. No IDE plugin. No web UI. Just a terminal that understands what you're building.