gsd-build/get-shit-done

GSD is a structured workflow system that helps builders give smarter, more organized instructions to Claude Code — Anthropic's AI coding assistant — so it produces better software with less back-and-forth. Think of it as a playbook that keeps the AI focused on your exact specifications rather than making assumptions, similar to how a detailed project brief helps a contractor deliver exactly what you envisioned.

64.7k5.5k58 contributorsJavaScriptsource ↗

§ 1 — what it does

GSD is a structured workflow system that helps builders give smarter, more organized instructions to Claude Code — Anthropic's AI coding assistant — so it produces better software with less back-and-forth. Think of it as a playbook that keeps the AI focused on your exact specifications rather than making assumptions, similar to how a detailed project brief helps a contractor deliver exactly what you envisioned.

§ 2 — why it matters

With over 64,000 stars, this project signals massive demand for better ways to manage AI-assisted software development — a workflow gap that founders and PMs are actively feeling right now. Teams that adopt structured AI development systems like this can ship software faster and with fewer costly misunderstandings, which is becoming a real competitive advantage as AI coding tools go mainstream.

§ 3 — why it’s trending

The wave of non-technical founders trying to build with AI coding tools has created a real pain point: Claude Code is powerful but tends to lose context and drift over long projects, leaving solo builders with half-finished apps that fall apart. GSD directly solves that by giving the AI a structured memory and workflow system, and the timing is clearly resonating — the project is pulling in over 4,200 stars per week and holding that pace consistently, which at 45,000 total stars signals genuine word-of-mouth rather than a one-day spike. With 258 commits in the last 30 days, the team is actively shipping, which gives builders confidence this isn't abandonware.

§ 4 — related entries

4 entries

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why it matters: With nearly 40,000 GitHub stars and 660 contributors, ToolJet reflects massive demand for faster, cheaper ways to build the internal tools that every company needs but rarely has engineering bandwidth to create. For founders and investors, it signals a shift toward AI-assisted app generation as the next battleground in the low-code market, where the winner controls how businesses automate their operations.

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why it matters: For product teams, this project is the backbone of cross-browser reliability — when browsers pass these tests, it reduces the costly 'it works in Chrome but breaks in Safari' problems that plague web app development and erode user trust. Builders and investors should recognize that a healthy WPT ecosystem means faster, cheaper web development and a more stable platform to build products on, reducing the need for expensive browser-specific workarounds.

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Medplum is an open-source platform that gives developers a pre-built foundation for creating healthcare applications, handling the complex compliance and data standards requirements that healthcare software must meet. It provides ready-made building blocks — from user login and data storage to a component library and serverless logic — so teams can focus on building their actual product rather than reinventing regulated infrastructure.

why it matters: Building healthcare software from scratch is notoriously slow and expensive due to strict regulations like HIPAA and industry data standards, meaning most teams spend years on infrastructure before shipping a product. Medplum dramatically compresses that timeline, lowering the barrier to entry for healthcare startups and giving established companies a faster path to launching compliant digital health tools.

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