Sam Keen

@samkeen.bsky.social

Software developer : Python, AWS tech, Building Gen AI projects. www.linkedin.com/in/samkeen Weekly AI newsletter for developers: Alteredcraft.com

That is curious, I witnessed Claude Opus 4.1 in a task to "review a folder's contents" using `tree` to "get a better understanding of folder structure" 🤔

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☝️Helping coding agents concur JSON If you work with a lot of JSON data, install `jq` and ensure your agent is aware of it's presence. Any frontier agent will know how to use it, but you can also hint the agent to examine `jq --help` if you think that will help.

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My new fav mini-prompt for working with Claude (Code) - After Claude suggests a "fix": """ In your opinion is this "simple fix" addressing a bug or is it a hack? We want to ensure it brings us closer to best practices and it not just addressing a symptom of a deeper arch issue in the code base. """

Some really interesting features and approaches for dagger's LLM integration. MCP support and and elegant approach to agent loops. Best of all, open source!

"Pro" Tier AI Access Hitting "Sports Fanatic Cable Bill" Rates... 🤔 These price points for top-tier AI are definitely climbing, especially when many of us are familiar with the pretty solid capabilities of the ~$20/mo tiers.