From Ticket to PR: An Autonomous Coding Workflow with Claude Code | Durango .

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February 24, 2026 · Durango

Claude Code: Ticket to PR

See an autonomous 10-stage coding workflow. A single command takes a ticket to a pull request, handling discovery, planning, coding, review, and creation.

Overview
Tech stack
  • Claude Code
    Anthropic's agentic coding tool: Unleash Claude's raw power directly in your terminal or IDE to turn complex, hours-long workflows into a single command.
    Claude Code is Anthropic’s powerful agentic coding assistant, designed for high-velocity development. It operates natively within your terminal, IDE (VS Code, JetBrains), or via a web interface, allowing you to delegate complex tasks like feature building, bug fixing, and codebase navigation. The agent plans, edits files, executes commands, and creates commits, maintaining awareness of your entire project structure. Internally, Anthropic engineers using Claude Code reported a 67% increase in productivity, demonstrating its capacity to deliver significant gains for Pro and Max plan users.
  • Linear
    Linear is the blazing-fast issue tracking platform purpose-built for modern software teams: manage bugs, sprints, and roadmaps with speed and clarity.
    Linear is the high-performance issue tracking and project management platform designed for modern software development teams. We eliminate the complexity of legacy systems (like Jira) with a clean, keyboard-first interface that prioritizes speed and developer velocity . Teams use our core building blocks—Issues, Projects, and Cycles—to centralize bug tracking, plan time-boxed sprints, and coordinate product roadmaps . Integrations with tools like GitHub, Figma, and Slack streamline your workflow, ensuring engineers and product managers ship faster and stay aligned .
  • GitHub
    Host Git repositories and enable massive-scale collaboration (pull requests, issue tracking) for over 100 million developers.
    GitHub is the world's dominant web-based platform for Git repository hosting and collaborative software development. Built on Linus Torvalds' Git version control system, the platform facilitates 'social coding' by providing essential tools like pull requests, forking, and issue tracking. It currently serves over 100 million developers, managing a massive ecosystem of public and private codebases. Microsoft acquired the company in 2018 for $7.5 billion, solidifying its role as the central hub for open-source and enterprise-level version control.
  • git
    Git is the distributed version control system (DVCS) that tracks source code changes, ensuring data integrity and enabling non-linear development workflows.
    Git is the free, open-source distributed version control system (DVCS) created by Linus Torvalds in 2005 to manage the Linux kernel. Engineered for speed and efficiency, it handles projects from small to extremely large, storing the entire 1.4 million commit history of the Linux project in only 5.5 GB . Its core design supports non-linear development (branching/merging) and guarantees data integrity via cryptographic hashing. According to a 2022 Stack Overflow survey, 96% of professional developers use Git, making it the industry standard for collaborative software development .
  • Shell scripting
    Automate Unix-like systems by chaining command-line utilities into powerful, repeatable execution sequences.
    Shell scripting transforms static terminal commands into dynamic automation engines using interpreters like Bash 5.2 or Zsh. Operators leverage core utilities (sed, awk, and grep) to process text streams and manage system resources without manual intervention. By wrapping logic in .sh files, you handle complex tasks: rotating logs, migrating PostgreSQL databases, or deploying Docker containers across 100 nodes. It remains the primary tool for system orchestration (turning 50-line manual checklists into single-command executions).
  • GitHub (PRs & branches)
    GitHub streamlines collaborative development through a branch-based workflow and Pull Requests (PRs) for integrated code review and automated testing.
    GitHub manages the lifecycle of a feature from local commit to production deployment. Developers isolate work in feature branches (git checkout -b) to prevent main-line instability. The Pull Request serves as the central hub for peer review, where team members leave line-specific comments, suggest edits, and trigger CI/CD pipelines. With built-in protected branches and status checks, teams ensure that 100% of code meets quality standards before the final merge. It is the industry standard for version control, supporting over 100 million developers in maintaining high-velocity release cycles.
  • custom slash commands
    Trigger server-side scripts and external API workflows directly from a chat interface using simple /command syntax.
    Custom slash commands transform static chat boxes into powerful command-line interfaces for business operations. By configuring a dedicated request URL (endpoint), teams can automate complex tasks like /deploy-production-v2 or /jira-ticket-status without leaving Slack or Discord. These commands send a POST payload containing user IDs, channel metadata, and text strings to your backend, allowing for immediate HTTP responses or delayed callbacks via 3000ms execution windows. It is the industry standard for bridging the gap between team communication and internal DevOps tooling.

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