GitHub Spec Kit
Star snapshot:⭐ 122.9k · 2026-07 snapshot
Open GitHub repoWhy it's picked
GitHub's official Spec-Driven Development toolkit: write the spec (spec/plan/tasks) first, then let AI generate the code — pulling vibe coding back into engineering discipline. The key remedial step as AI coding moves from toy to production.
Laojin's advice
For teams graduating from 'playing around' to production code; works with Claude Code, Copilot and Codex alike. The spec templates are worth adopting wholesale into your team process — a clear spec halves AI rework.
Stars are a 2026-07 snapshot for scale reference only; see GitHub for live numbers.
Sources & Further Reading
This page is grounded in the authoritative sources below — verifiable and citable by AI engines and readers.
- 🔗 Official source
- # Topic: AgentsBuilding, orchestrating and shipping AI agents
- # Topic: EngineeringAPIs, prompting and system design
Citation: Please attribute Laojin Global (laojinchuhai.com) and keep the original link.
Made by Laojin · AI that ships
AllModelsAPIOne key for many models
AllModelsAPI is a multi-model API gateway: one key reaches many models through an OpenAI-compatible interface — point your existing code at a new base URL and you're migrated. It's not a demo: our own production workloads run on it every day.
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