Articles tagged with git_hooks

  1. Building an AI-Powered Pre-Push Policy Validator with OpenAI

    Posted on in programming

    Pre-push hooks are your last line of defense before questionable code hits the remote repo. Traditionally, they’re used to enforce tests or linting, but they can be brittle and overly rigid. What if, instead, your push triggered a context-aware AI that reviewed your code against team policies, security best …

  2. Post-Merge Git Hook: Summarizing Changes with OpenAI

    Posted on in programming

    Merges often bring in massive changes — sometimes dozens of commits and hundreds of lines of code — and the first thing developers ask is: “What just happened?”

    Wouldn’t it be great if Git could summarize what a merge brought in, in plain English, right after you run git pull or …

  3. Auto-Generating Changelogs with Git Hooks and OpenAI

    Posted on in programming

    Keeping changelogs up to date is one of those development chores that everyone agrees is important… and everyone forgets to do. Manual changelog curation often falls behind or gets skipped entirely. But what if your Git workflow could automatically generate changelog entries, summarize diffs intelligently, and update your CHANGELOG.md …

  4. Creating a Downloadable Git Hook Template Repo for Your AI-Powered CLI

    Posted on in programming

    Now that you’ve got a fully functional, Python-powered Git hook CLI backed by OpenAI, the next step is sharing it — the right way. A downloadable GitHub repo template helps your teammates (or the open-source world) clone, customize, and integrate the tooling into their own workflows with minimal friction.

    In …

  5. Packaging Your AI-Powered Git Hook as a Python CLI Tool

    Posted on in programming

    Building a local Git hook with Python is great, but if you want others on your team (or across multiple repos) to use it, you’ll want to package it as a reusable command-line tool. In this article, we’ll turn our AI-powered Git hook into a proper Python CLI …

  6. Beyond Bash: Writing Intelligent Git Hooks with Python and LLMs

    Posted on in programming

    Git hooks are one of the most powerful — and most underutilized — features in the Git ecosystem. They allow you to automate actions at key points in your Git workflow: before committing, before pushing, after merging, and more. Traditionally, these hooks are implemented using shell scripts, but that’s limiting in …

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