AI Engineering Platform

Stop wrestling with AI tools. Get 147 battle-tested components, 25+ proven patterns, and production-ready toolkits that teams use to ship 40% faster

See 5-Min Platform Demo Calculate Your ROI
🏒 Teams at Stripe, Shopify, and 47 others πŸ‘₯ 10,000+ Developers Shipping Faster πŸ“ˆ Average 3.2x Developer Velocity

What You Get: 147 Working Components

Copy-paste implementations that took our team 2,400+ hours to build and test. Deploy in 30 minutes what takes most teams 3 weeks.

πŸ“š

147 Production-Ready Components

Exact YAML files, JSON configs, shell scripts, subagents, and hooks we use internally. Each tested with 10+ production teams and proven to work with Claude Code, Cursor, and Windsurf

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Continuously Updated Patterns

Weekly updates to patterns and components, tested with real engineering teams and production workloads

πŸŽ₯

Video-Supported Patterns

Key patterns and components include supporting video walkthroughs and implementation guides

⚑

30-Minute Implementation Guarantee

Every pattern includes step-by-step installation scripts. If you can't get it working in 30 minutes, we'll screen-share and do it with you

🎯

Immediate Implementation

Deploy in 30 minutes what would take 3 weeks to buildβ€”working code, not documentation

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ROI Tracking Dashboard

Monitor velocity gains, bug reduction, and time savings. See exactly how much the platform is saving your team in dollars and hours

Real Results from Production Teams

TF
TechFlow Solutions
150 developers, FinTech

"The debugging subagent alone saves our team 8 hours per week. Installation took 15 minutesβ€”their scripts detected our GitHub Actions setup and configured everything automatically."

πŸ“ˆ 8 hours saved per developer per week
DS
DataSync Inc
75 developers, SaaS Platform

"We went from 2-week sprints to 1-week sprints using their test-first Claude Code patterns. The quality gates prevent sloppy AI-generated code from reaching production."

⚑ 50% faster sprint completion
CS
CloudScale Systems
280 developers, Enterprise

"Their security enforcement hooks caught 23 potential vulnerabilities that would have made it to production. The patterns pay for themselves in prevented incidents."

πŸš€ Zero security incidents since implementation

Average Results Across 50+ Engineering Teams

8.5hrs
Average Weekly Time Saved
3.2x
Developer Velocity Increase
92%
Bugs Caught Before Production

Spec-Driven AI Development Platform

Component-as-Code Toolkit

147 production-ready components: 47 YAML configs, 32 JSON rule sets, 28 shell scripts, 25 subagent definitions, and 15 security hooks. Every component tested with real engineering teams.

  • 13 Claude Code subagents (debug specialist, test generator, security scanner)
  • 28 Cursor workspace components with quality gates
  • 19 Windsurf cascade definitions for different tech stacks
  • Multi-agent orchestration patterns (React, Node.js, Python, Go)
  • Security enforcement: OWASP compliance, secret detection, vulnerability scanning
# pattern-spec.yaml
pattern:
  name: "debug-specialist-subagent"
  type: "subagent"
  version: "1.2.0"
  tools:
    - claude_code: ">=1.0"
    - slash_commands:
      - "/debug": "error-analysis"
      - "/trace": "stack-trace-analysis"
  hooks:
    - "error-capture"
    - "performance-monitoring"
$ ai-toolkit check
Scanning 25 patterns, 1 subagent, 13 slash commands...
Found 3 updates available:
  - debug-specialist: 1.2.0 β†’ 1.3.0
  - security-hooks: 2.1.0 β†’ 2.2.0
  - setup-configs: 1.0.0 β†’ 1.1.0

$ ai-toolkit update --auto-pr
Updating patterns and components...
βœ“ PR #123 created with tested updates

Automated Component Updates

Your patterns stay current with AI tool evolution while maintaining proven development practices and quality standards.

  • Weekly pattern updates with backward compatibility
  • Automated, tested PRs for component changes
  • Spec-driven migration support for new tool versions
  • Comprehensive testing and validation pipelines

Video-Guided Implementation

Key patterns and components include supporting video content to guide implementation and best practices.

  • Video walkthroughs for complex patterns and components
  • Implementation guides with practical examples
  • Best practice demonstrations for spec-driven workflows
  • Component tutorials for tool-specific setups
  • Pattern deep-dives with real-world use cases
πŸ“Ί Supporting Video Content:
────────────────────────────────────
▢️ "Debug Specialist Sub-Agent Setup"
   Duration: 12 min | Pattern walkthrough
   
▢️ "Setting Up 13 Slash Commands" 
   Duration: 8 min | Implementation guide
   
▢️ "Pattern Implementation Guide"
   Duration: 15 min | Best practices demo
   
▢️ "Hooks & Security Components"
   Duration: 18 min | Advanced patterns

πŸ“‹ Coverage: 25+ patterns with video walkthroughs
⚑ Updated alongside pattern releases

Risk-Free Investment in Your Team's Velocity

Start with 5 core patterns, upgrade when you see results. No per-seat fees. One predictable price for unlimited team access.

No hidden fees. No per-seat charges. No usage limits.

One price, unlimited team access

Calculate Your ROI

$2.4M

Estimated Annual Savings

48x ROI on your investment

Platform cost breakdown

Private Repository Access

Exclusive access to working implementations unavailable elsewhere

1
πŸ”

Private Repository Invite

Get exclusive access to implementation repositories immediately after signup

2
⌨️

Clone & Install

git clone your tier's repository and run ./install.sh

3
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Weekly Updates

Pull latest patterns, tools, and components every Monday

Frequently Asked Questions

What file formats are the patterns in?

Patterns are delivered as component files specific to each tool: YAML files for Claude Code subagents, JSON for Cursor rules, shell scripts for installation, and markdown documentation. All files are version-controlled and include installation instructions.

Do these work with my existing CI/CD pipeline?

Yes. Our patterns are designed to integrate with any CI/CD system. They include hooks for GitHub Actions, GitLab CI, Jenkins, and other popular platforms. Installation scripts automatically detect your setup and configure appropriately.

Can I customize the patterns for my team's needs?

Absolutely. All patterns include customization guides and are designed to be modified. You can adjust quality gates, testing thresholds, coding standards, and tool-specific behaviors. Our documentation shows exactly which files to edit for common customizations.

How many hours of video content are included?

Growing video library with pattern implementations and customization guides. Videos are 8-18 minutes each, focusing on specific patterns rather than lengthy tutorials. New videos are added as patterns and tools evolve.

What happens if Claude Code or Cursor changes their API?

We monitor all supported tools for API changes and provide automated updates through tested pull requests. When breaking changes occur, you'll receive migration guides and updated patterns within 48-72 hours. This is included in your subscription at no extra cost.

How quickly can my team get started?

Most teams are productive within 2-3 hours. After gaining GitHub access, run our installation script, and basic patterns are configured automatically. Advanced customization typically takes 1-2 days depending on your specific requirements and CI/CD complexity.

"But Can't We Just Build This Ourselves?"

⏰ Time Investment Reality

Building internally: 1200+ engineering hours (our actual time invested)

Using our platform: 2-3 hours to full productivity

Save 6 months of development time

πŸ’° True Cost Comparison

Internal development: $120,000+ (at $100/hr engineering cost)

Our platform: $30,000/year (unlimited team access)

4x cost savings, plus ongoing updates

πŸš€ Competitive Advantage

While you build: Competitors ship 3x faster using AI acceleration

With our platform: Deploy proven patterns immediately

Start winning today, not in 6 months

30-Day Starter Access

Get access to 5 core components for 30 days. Once you see velocity improvements with these proven components, upgrade to the full library of 147 production-ready components.

Start small, scale when you see results.

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