Live

FOUNDRY

Development Acceleration AI System

FOUNDRY generates complete, runnable project scaffolds from architecture specifications — not line-by-line autocomplete. Full code, Docker, CI/CD, tests, and README. Convention-matched to your existing codebase. Ready to ship.

Try Live Demo →See How It Works

Comparable to:GitHub Copilot·Cursor·Windsurf

FOUNDRY at a Glance

Input Modes

4 (Arch, NL, Repo, Manual)

Frameworks

10+ Supported

Project Output

Full Scaffold

Pattern Learning

ML-Based

Refactoring

Diff View

Generation Time

< 60 seconds

foundry generate

# What you type
$ foundry generate "FastAPI service with JWT auth, PostgreSQL, Redis, Stripe webhooks"
 
# What you get
✓ app/main.py           — FastAPI app with lifespan, CORS, router registration
✓ app/routers/auth.py   — JWT login, register, refresh with bcrypt
✓ app/routers/webhooks.py — Stripe HMAC verification, event dispatch
✓ app/services/         — Auth, Stripe, Cache service layer
✓ app/models/           — SQLAlchemy 2.0 async models
✓ tests/                — Pytest suite with async fixtures
✓ Dockerfile            — Multi-stage, non-root, production-ready
✓ docker-compose.yml    — API + PostgreSQL + Redis with healthchecks
✓ .github/workflows/    — CI pipeline: lint, test, coverage
✓ README.md             — Setup, endpoints, architecture, testing
 
→ 23 files generated in 47 seconds | Ready for SENTINEL review

How FOUNDRY Works

Receive

From ARCHITECT pipeline, manual architecture paste, natural language description, or point at an existing GitHub repo to learn from.

Analyze

FOUNDRY detects your patterns — naming conventions, error handling, folder structure, import patterns — and prepares a convention-matched build plan.

Generate

Complete project scaffold: every file, every config, Docker setup, CI pipeline, test suite, environment template, and README with setup instructions.

Deliver

Interactive file browser with syntax highlighting. Download as ZIP or send directly to SENTINEL for automated code review via the pipeline.

What Only FOUNDRY Does

Capabilities you will not find in Copilot, Cursor, or Windsurf.

Architecture Specification as Input

Feed FOUNDRY an ARCHITECT output — service definitions, C4 diagrams, ADRs, tech recommendations — and get a project scaffold that implements the design exactly.

Copilot / Cursor / Windsurf: prompt-only input

ML-Based Pattern Learning

Point at your existing codebase. FOUNDRY detects naming conventions, error handling style, logging approach, folder structure, and import patterns — then generates new code matching those exact conventions.

Cursor: manual .mdc rules | Windsurf: ~78% accuracy

Complete DevOps Scaffolding

Docker, docker-compose, CI/CD pipelines, test suites, environment templates, and README — generated from specifications, not ad-hoc prompt requests.

All three: ad-hoc only, prompt-dependent

Refactoring with Architectural Diff View

Identify anti-patterns, tech debt, and consolidation opportunities. See original vs. refactored code side-by-side with line-level annotations, severity ratings, and story-point estimates.

Copilot / Cursor: file-level diffs only

Deterministic Project Output

Same architecture spec, same framework selection → same project structure, same file organization, same conventions. Repeatability that teams can depend on.

All competitors: non-deterministic output

Pipeline Integration — Not Standalone

FOUNDRY receives from ARCHITECT and hands off to SENTINEL. It is one stage in a continuous pipeline from idea to production.

Every competitor: standalone, no pipeline

All 20 Capabilities

Five categories covering the entire generation-to-delivery lifecycle.

Code Generation

Architecture-to-Code

Code Generation

Natural Language to Project

Code Generation

Multi-Framework Support

Code Generation

Complete Project Structure

Pattern Intelligence

Convention Detection

Pattern Intelligence

Naming Pattern Matching

Pattern Intelligence

Error Handling Replication

Pattern Intelligence

Folder & Import Alignment

Refactoring

Anti-Pattern Detection

Refactoring

Automated Refactoring + Diff

Refactoring

Tech Debt Scoring

Refactoring

Dead Code Detection

Project Setup

Docker Configuration

Project Setup

CI/CD Pipeline

Project Setup

Environment Templates

Project Setup

Dependency Pinning

Export

Download as ZIP

Export

Interactive File Browser

Export

Pattern Analysis Report

Export

Project Documentation

FOUNDRY vs. the Alternatives

Head-to-head across the features that matter for production-grade code generation.

Feature	FOUNDRY	GitHub Copilot	Cursor	Windsurf
Primary mode	Architecture → full project	Line-by-line autocomplete	Chat + autocomplete	Chat + autocomplete
Full project generation	Complete scaffold with all files	Single file suggestions	Multi-file, but prompt-dependent	Multi-file, inconsistent
Architecture input	ARCHITECT specs, C4, ADRs	No architecture input	No architecture input	No architecture input
Convention learning	ML-based pattern detection	Basic context window	Manual .mdc rules	~78% accuracy
Docker + CI/CD	Auto-generated from spec	Ad-hoc, prompt-dependent	Ad-hoc, prompt-dependent	Ad-hoc, prompt-dependent
Refactoring view	Architectural diff with annotations	File-level diffs only	File-level diffs only	Basic suggestions
Pipeline integration	ARCHITECT → FOUNDRY → SENTINEL	Standalone tool	Standalone tool	Standalone tool
Pricing	Included in platform	$19/mo individual	$20/mo pro	$15/mo pro