← all releases
AWS Samples·Sep 12, 2026·rolling·open source

SpecShip

SpecShip is an autonomous engineering workflow designed for AI coding agents that orchestrates a complete pipeline from reconnaissance to shipping. It enforces rigorous quality standards through test-driven development, adversarial validation, and spec-driven quality gates to ensure AI-generated code is production-ready.

AI AgentsSoftware EngineeringTest-Driven DevelopmentAutomation
visit website github ↗
overview

SpecShip is an autonomous engineering workflow designed for AI coding agents that orchestrates a complete pipeline from reconnaissance to shipping. It enforces rigorous quality standards through test-driven development, adversarial validation, and spec-driven quality gates to ensure AI-generated code is production-ready.

key features
  • 01Five-phase autonomous pipeline: Recon, Plan, Build, Validate, and Ship
  • 02Test-Driven Development (TDD) enforcement with mandatory failing tests
  • 03Adversarial validation using independent subagents for code, security, and integration
  • 04Brownfield-safe reverse engineering for existing codebases
  • 05Parallel execution for independent tasks and validation batches
  • 06Contract-first development with spec-driven quality gates
Ad
Master AI Marketing: Work Smarter, Not Harder

Master AI Marketing: Work Smarter, Not Harder

Unlock the power of AI to automate workflows and scale your results. Join 1.5M+ professionals and stay ahead of the curve with the latest AI insights.

Sponsored
related productsbrowse all →
MiroThinkeropen sourceMiroThinker is an open-source search agent model developed by MiroMindAI, designed for tool-augmented reasoning and real-world information seeking. It aims to match the deep research capabilities of leading AI models like OpenAI's Deep Research and Google's Gemini Deep Research.Letta Code SDKopen sourceThe Letta Code SDK is a software development kit that enables developers to build deeply personalized agents with persistent memory that learn over time. It serves as the interface to Letta Code, facilitating the creation of stateful agents capable of continuous learning and improvement.OB-1open sourceOB-1 is a self-improving coding agent developed by OpenBlock Labs, designed to autonomously handle the full development lifecycle, from project management to pull requests. It integrates seamlessly into existing workflows, enhancing productivity and code quality.
Master AI Marketing: Work Smarter, Not Harder

Master AI Marketing: Work Smarter, Not Harder

Unlock the power of AI to automate workflows and scale your results. Join 1.5M+ professionals and stay ahead of the curve with the latest AI insights.

Sponsored