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

Verification-first AI-assisted development harness. 5 layers from spec to pentest.

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.

Spec-driven development for existing codebases. A Claude Code plugin that reads your repo's conventions, interviews you about a change, and writes spec/design/tasks to disk, with blast-radius analysis. Regulatory profiles (152-ФЗ, GDPR next) are optional and off by default.

Local-first software factory that turns approved product intent into tested, reviewed PRs for new and existing codebases, with repository-native evidence and explicit human approval to deliver and merge.

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

strict lightweight SDD for brownfield\greenfield agent workflow

Grok Build skill: audit, validate, and improve existing (brownfield) codebases with assumption-aware analysis and optional PR execution

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).

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

Multi-cloud tool to bring existing (brownfield) cloud infrastructure under Terraform: enumerate, export born-correct, reconcile into a plan-clean module repo, package. Go; AWS, GCP, and Azure.