Tag: ai
All the articles with the tag "ai".
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I Built Yet Another Sandbox for AI Coding Agents: Here's Why
Why existing sandbox solutions for AI coding agents didn't work for my workflow, and how I built sandbox-claude: fully isolated Incus containers with btrfs snapshots, deploy key automation, egress filtering, and parallel agent support on macOS and Linux.
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Stop Calling LLMs "Junior Developers." They're Monkey Paws.
Calling an LLM a junior developer smuggles in assumptions about intent and shared context. I find the monkey's paw a more useful metaphor because it keeps ambiguity, verification, and the cost of delegation visible.
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The Meme, the Agent, and the Leverage Gap
Why the real value of AI tools isn't single-step task solving but tackling entire classes of problems at scale, from managing information overload to continuous monitoring, and how to find the leverage worth closing.
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Are LLMs killing Open Source
AI-generated pull requests are making maintainers more cautious just as familiar hiring signals become easier to fake. I suspect sustained open-source work and deep domain knowledge will matter more, not less.
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Give Claude in Chrome Your CLI Superpowers
A small discovery about the `--chrome` flag: start Claude from the right repository and its browser session inherits the skills, commands, and instructions you actually need.