Stop Planning. Start Shipping.
You have an AI automation idea. Maybe it’s been sitting in your backlog for months. Maybe your team keeps talking about it but never starts. Maybe you tried building it but got stuck in complexity. We turn that idea into production reality in 6 weeks.The 6-Week MVP Process
1
Week 1: Discovery & Architecture
Monday: Kickoff call to understand your vision and constraintsTuesday-Wednesday: Map workflows and identify integration pointsThursday: Present technical architecture for approvalFriday: Finalize specifications and success metrics
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Week 2: Core Development
Build the foundation:
- Set up infrastructure and deployment pipeline
- Implement core business logic
- Create data models and storage layer
- Build authentication and security
3
Week 3: Intelligence Layer
Add the AI magic:
- Integrate LLM capabilities (GPT-4, Claude, etc.)
- Implement prompt engineering and optimization
- Build error handling and fallback systems
- Create structured output generation
4
Week 4-5: Integration & Testing
Connect everything:
- API integrations and webhooks
- Third-party service connections
- End-to-end testing scenarios
- Performance optimization
5
Week 6: Polish & Deploy
Ship to production:
- Complete testing and edge case handling
- Deploy to your environment
- Conduct handoff training with your team
- Deliver documentation and maintenance guides
What Makes a Good MVP Candidate?
- Clear, repetitive workflow to automate
- Existing manual process taking 10+ hours weekly
- Available data sources and APIs
- Single core use case to optimize
- Team ready to adopt new tooling
- Lead qualification system
- Document processing pipeline
- Content generation workflow
- Customer support automation
- Data extraction and reporting
Technology Stack
Core Technologies
TypeScript, React, Next.js, Node.js, Hono, Vite
AI/LLM Platforms
OpenAI GPT-4, Claude 3.5, Gemini, Llama, Mistral
Automation & Workflows
Playwright, n8n, Kestra, BullMQ, Trigger.dev
Infrastructure
Railway, Tailwind CSS, Zustand, TanStack Query
View Full Tech Stack
See our complete technology stack with detailed explanations of why we chose each tool and how they work together to ship production-ready systems.
See Our Work in Action
Check out our open source projects and examples on GitHubWe believe in showing, not telling. Our GitHub showcases real implementations, from Chrome extensions to LLM workflows.
GitHub Portfolio
Browse our open source projects and code samples. See the quality and approach we bring to every project.
Case Studies
Read detailed breakdowns of systems we’ve built, including technical architecture and business results.
Why Our Approach Works
Focus on Core Value
Focus on Core Value
We don’t build everything - we build the one thing that matters most. The 20% of features that deliver 80% of value. This laser focus ensures you get maximum impact.
Proven Patterns
Proven Patterns
After 100+ projects, we have templates, libraries, and patterns that
accelerate development. We’re not figuring it out - we’re applying what works.
This means faster delivery and fewer bugs.
Senior Execution
Senior Execution
Doug personally leads every MVP sprint. No junior developers learning on your
dime. Senior expertise from day one means better architecture decisions and
cleaner code.
Opinionated Decisions
Opinionated Decisions
We make technical decisions quickly based on experience. No analysis paralysis or committee reviews. We know what works and we implement it efficiently.
Success Metrics We Target
What Happens After the MVP?
Option 1: Run With It
Your team takes ownership and extends the system. We provide complete source code, documentation, and 30 days of support.
Option 2: Iterate Together
Continue development with our sprint cycles. Add features based on user
feedback, scale to handle more volume, optimize performance.
Option 3: Full Production
Upgrade to enterprise-ready system with advanced monitoring, multi-tenant architecture, compliance audits, and custom UI.
Common Questions
What if my idea changes during development?
What if my idea changes during development?
We expect some evolution. The weekly check-ins ensure we’re building the right thing. Major pivots might require scope adjustment, but minor changes are part of the process.
Can you work with our existing codebase?
Can you work with our existing codebase?
Yes. We integrate with your current systems, databases, and workflows. The MVP
becomes part of your ecosystem, not a standalone island.
What about security and compliance?
What about security and compliance?
We follow security best practices by default. Specific compliance requirements
(HIPAA, SOC2, etc.) may require additional scope, which we’ll identify during
discovery.
How do you deliver so fast?
How do you deliver so fast?
Focus, experience, and proven patterns. We’ve built similar systems many
times. We know what works and what doesn’t. We don’t waste time on things that
don’t matter.
What if we need changes after delivery?
What if we need changes after delivery?
You get 30 days of support included. After that, we offer maintenance packages
or can train your team to take over. The code is 100% yours.
Do you sign NDAs?
Do you sign NDAs?
Yes, we’re happy to sign NDAs. We treat all client work as confidential by default. Your competitive advantage stays yours.
Client Testimonial
“We talked about building this for 6 months. Doug’s team built it in 3 weeks. It’s been running in production for 8 months, processing millions of data points.” > > — CTO, B2B Analytics Platform