Spoon-Knife

Fork distance as a continuous measure of reproducibility decay in public repos Forks drift, and right now we only notice when a build breaks. Define the fork distance between a fork and its upstream as the shortest directed path in the commit graph between their merge bases: d(fork, upstream) = min over merge bases b of |path(b -> fork)| Normalize it against repo size to get a decay rate: R = 1 - d / (n - 1), where n is the number of commits on the divergence path R near 1 means a fork is essentially still upstream. As R falls, the fork is carrying independent work that upstream cannot see. This matters for AI-assisted development because provenance becomes the whole story. If a repository's dependency graph forks out faster than its commits can be reconciled, any agent operating inside it is reasoning over a codebase with no single source of truth. Computing the merge base properly is a solved problem, and the simplest possible testbed for fork topology is GitHub's own tutorial fork: octocat/Spoon-Knife Has anyone plotted fork distance over time for a set of repos and correlated it with CI failure rate?

GitHub-Explained-Complete-Tutorial-2026. GitHub Explained: Complete Beginner-to-Advanced Tutorial (2026) Learn how GitHub actually works, from your first repository to pull requests, GitHub Pages, GitHub Actions and security. We follow one project, a student portfolio website, from start to finish: create a repository, clone it, branch, open a pull request, run an automated check, merge, and publish. What you'll learn • Git vs GitHub: what each one does • Repositories, commits, branches and merging • Pull requests, code review and merge conflicts • Issues, labels, milestones and GitHub Projects • Forking and contributing to open source (and why a public repo is not automatically free to reuse) • Publishing a static site with GitHub Pages • Automating checks with GitHub Actions • Account and repository security: two-factor authentication, tokens, SSH keys, rulesets, Dependabot, secrets • Releases, GitHub CLI, GitHub Desktop, Codespaces, Packages, templates and Copilot • The most common beginner mistakes, and how to fix them CHAPTERS 0:00 Intro: Git vs GitHub 1:20 Getting started 2:41 Understanding a repository 3:39 Create your first project 5:05 Learn Git in the terminal 8:18 Branches and merging 10:19 Pull requests and collaboration 12:25 Issues and project management 13:26 Fork and open source 14:33 GitHub Pages 15:53 GitHub Actions and CI/CD 17:38 Security and best practices 20:17 Advanced features 21:50 A complete real-world workflow 22:36 Common mistakes 24:15 Recap and next steps COMMANDS USED git --version git config --global user.name "Your Name" git config --global user.email "you@example.com" git clone REPOSITORY_URL (replace with your own repository address) git status git add . git commit -m "Add homepage" git log --oneline git push git pull git switch -c feature/dark-mode git merge feature/dark-mode ABOUT THIS VIDEO • Terminal output is real, captured from actual Git commands. • GitHub web pages are simplified recreations, labelled on screen. The real interface changes over time, so follow along on github.com. • Pages and rulesets availability, Codespaces allowances and Copilot features depend on your plan. Check GitHub's official docs for current details. • Narration is AI-generated. SOURCES GitHub Docs: docs.github.com GitHub Pages publishing source: docs.github.com Git documentation: git-scm.com actions/checkout: actions/checkout Practice repository used in the video: octocat/Spoon-Knife Subscribe for more practical programming, AI, and developer tutorials. #GitHub #Git #GitTutorial #Programming #LearnToCode #DevOps #OpenSource