Python Tooling
An index of relevant python tooling references in this blog
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Autoresearch: Autonomous Hill-Climbing for Any Optimizable System
Run optimization experiments while you sleep
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Good Dependency Hygiene Practices: Protecting Yourself from Supply Chain Attacks
The number of high-profile supply chain attacks on PyPI and npm has been increasing in frequency. Keeping good 'dependency hygiene' can help you stay protected. This post explores a list of simple actions you can take to achieve good hygiene, and an explainer on what they protect against.
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Enabling Claude Code's voice mode in WSL
Claude Code now ships with a native `/voice` command, which performs speech-to-text (poorly) within the Claude Code CLI. Nevertheless, this feature is not available in WSL by default because Claude Code isn't able to detect audio input. This post is a fix.
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Beyond Plan & Build: Workflow Repos That Enforce Engineering Discipline
The current most popular open-source repositories that prescribe and enforce end-to-end development workflows for AI coding assistants: Superpowers, gstack, and OpenSpec/Spec-Kit.
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Forget MCPs, Use CLI Tools Instead.
The MCP hype cycle is cresting. Influential developers and major companies are reverting to a simpler, older approach: the command-line interface.
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