brownfield

Claude Code scaffolding and first steps for complex brownfield projects

AI-automated SDLC pipeline with human-controlled quality gates, for Claude Code — spec before code, evidence before pass, a human sign-off at every stage transition. C#/.NET · Node.js · PHP/Laravel.

AI-bloat defense CLI for Python teams: deterministic code review, cleanup forecasts, and spec/contract evidence for AI-assisted and brownfield delivery.

Deterministic Stop-gate and code-graph context for AI coding agents: blocks only net-new findings and gives the loop a structural map of the codebase, locally, with no model in the gate.

A rag + rag-graph native code intelligence layer for Java microservice estates, exposed to LLM agents via CLI

Progressive Spec-Driven Development (SDD) toolkit for AI coding agents — Claude Code, Copilot, Codex. Slash-command Skills + structured AI Knowledge + MCP server; Progressive Disclosure cuts 70–80% tokens. Brownfield & greenfield.

Turn your code in to specs. Spec driven framework with multi language support. Trace feature coverage as machine verifiable contracts for an AI agent — without BDD ceremony or framework lock-in.

Reverse-infer OpenSpec specs from codebase + git history + docs. For legacy code without specs.

strict lightweight SDD for brownfield\greenfield agent workflow

Toyota Production System–inspired multimodal AI for real‑world brownfield codebases

Code-to-SpecKit is a repo-local Codex plugin that reverse-engineers existing codebases into evidence-backed Spec Kit documentation, with Markdown outputs designed to work cleanly in Obsidian.

TriadDev 📃 — Golden Triangle: planning-with-files + task-workflow + tdd-sdd-development. Greenfield & brownfield.

Brownfield-first, autonomous workflow router for AI coding agents (Codex + Claude Code).

Brownfield Repo Project is a deliberately messy, realistic codebase designed for workshops and teaching. It includes common brownfield problems, unclear structure, technical debt, brittle workflows, & “how did this get here?” moments to can practice diagnosing issues, improving the system, and learning how to modernize safely

A Delta Cup prototype for non-invasive machine memory, incident replay, and maintenance knowledge capture on legacy rotating equipment.

Buildloop: Spec-to-production control plane for AI-assisted software delivery with skills, gates, supervised CLI, capability detection, and sandbox controls

Learn how to incrementally adopt React Native in an existing iOS app without starting from scratch. Companion to a two-part Medium series covering brownfield setup, embedding RN screens in native ViewControllers, and Native ↔ RN communication using TurboModules (New Architecture).

Foundry — AI-native, spec-driven development suite for coding agents: greenfield (0->1), brownfield takeover, and continuous feature delivery.

Framework reusable de SDLC multiagente con plantillas gobernadas, OpenSpec y agentes de desarrollo