Forem: Omer Aydin

How I'm Building the Future of Agent-Native Banking (and Why a Former Lawyer Turned to Engineer)

Omer Aydin — Wed, 15 Apr 2026 18:55:55 +0000

From Law Office to Silicon Valley Engineering
The $500 Problem That Changed Everything
My Agent-Native Development Workflow
Building Company Formation MCP: The Technical Deep Dive
Why Spec-Driven Development Wins
The Future of Agent-Native Banking
FAQs
Conclusion

Three years ago, I was helping tech founders in Istanbul navigate Delaware incorporation. The process was brutal: $500 minimum fees on same service providers, endless email chains, and manual paperwork that screamed for automation.

Now I'm building Lovie's Company Formation MCP — a $20/month solution that handles what Stripe Atlas and Clerky do, but faster, cheaper, and built for companies that run on AI.

From Law Office to Silicon Valley Engineering

The career switch wasn't planned. As a lawyer, I knew Startup Law inside and out — the securities regulations, compliance requirements, and legal landmines that catch founders off guard.

But I also noticed something: every incorporation followed identical patterns. Same forms, same filing sequences, same decision trees. This was algorithmic work masquerading as legal expertise.

The moment that broke me? A client paid $800 for a standard Delaware C-corp that required 20 minutes of actual work stretched across two weeks of administrative theater. That's when I decided to learn programming.

The $500 Problem That Changed Everything

Traditional incorporation services extract premium prices for commodity work. Stripe Atlas charges $500 plus state fees. Clerky starts at $400. Both demand multiple calls, lengthy onboarding, and weeks of waiting.

The real issue isn't cost — it's that these services weren't designed for how developers work. They assume you want consultative hand-holding. Technical founders just want the paperwork done correctly and fast.

The Model Context Protocol (MCP) approach cuts through this. Instead of another web interface, I built a tool that plugs directly into your development workflow.

My Agent-Native Development Workflow

Building agent-native tools means rethinking software development entirely. Here's how I build Lovie's formation tools:

PRD Phase: Claude generates comprehensive product requirements — not just features, but user flows, edge cases, and technical constraints.

Bootstrap Phase: claude-flow and ruflo get me from concept to working prototype in hours.

Spec Kit Planning: /speckit.plan and /speckit.tasks break complex features into executable pieces. Spec-driven development shines here — every feature gets documented before coding starts.

Execution: Back to claude-flow for implementation. The key is maintaining that spec-to-code pipeline so nothing falls through cracks.

QA with Skills: Skills handles UX writing, microcopy, and UI direction. This catches human-centered details that pure code generation misses.

Building Company Formation MCP: The Technical Deep Dive

The Company Formation MCP handles complete Delaware incorporation through command-line interface. Here's what happens:

Entity Setup: The MCP generates Articles of Incorporation, Bylaws, and initial resolutions tailored to your specifications. No templates — each document fits your specific needs.

State Filing: Direct integration with Delaware's Division of Corporations API provides real-time filing and status updates.

Federal Requirements: Automatic EIN application with the IRS, including proper classification codes for your business type.

Banking Preparation: Generates corporate resolutions and documentation banks require for business account opening.

The entire process takes 10 minutes of your time and completes within 24-48 hours.

For ongoing compliance, I use a hybrid approach: Manus for research and context gathering, OpenClaw for credential management, then back to Manus for prompt engineering. Scheduled monitoring keeps compliance current automatically.

Why Spec-Driven Development Wins

Traditional development cycles collapse when building agent-native tools. You can't iterate toward the right solution — you need the entire workflow mapped before coding starts.

Spec-driven development forces upfront documentation of decision trees, error handling, and edge cases. When Claude generates code from comprehensive specs, it produces more reliable results than incremental prompting.

Debugging becomes cleaner too. When something breaks, I can trace it to either a spec issue (design problem) or implementation issue (code problem). I use claude-code for most bug fixes, but the spec provides necessary context for accurate repairs.

The Future of Agent-Native Banking

Banking infrastructure designed for human workflows makes no sense in an agent-driven world. When AI handles your financial operations, you need APIs that communicate with agents, not web interfaces built for human clicking.

Lovie is building from scratch for agent-native companies. Our Company Formation MCP is the starting point. We're developing agent-driven bill pay, automated expense categorization, and policy-based financial controls that execute without human intervention.

Traditional banking assumes humans want to review every transaction. But if your AI agents handle routine operations according to policies you've defined, why manually approve every payment?

This shift requires rethinking not just user interfaces, but entire banking infrastructure. That's what we're building at lovie.co.

FAQs

What makes MCP different from traditional incorporation services?
MCP integrates directly into your development workflow through command-line tools, eliminating web forms and manual processes that slow traditional services.

How much does Company Formation MCP cost compared to alternatives?
Our MCP costs $20/month versus $400-500 for Stripe Atlas or Clerky, plus you get ongoing compliance monitoring included.

Do I need legal expertise to use the formation tools?
No. The MCP handles all legal requirements automatically, including proper document generation and state filing procedures.

How long does the incorporation process take?
The MCP completes incorporation within 24-48 hours, compared to 1-2 weeks for traditional services.

Can the MCP handle complex corporate structures?
Yes. The system generates custom documents based on your specifications, not generic templates, handling complex equity structures and governance requirements.

What ongoing compliance features are included?
The MCP includes automated annual report filing, registered agent services, and compliance monitoring for Delaware corporate requirements.

Is this only for Delaware corporations?
Currently Delaware and Wyoming, but we're expanding to other states based on user demand. Delaware and Wyoming remains the preferred jurisdiction for most startups.

Conclusion

The legal industry taught me that most "complex" processes are algorithmic work wrapped in professional services markup. As an engineer, I can automate those processes and pass savings to founders who need every dollar for growth.

If you're tired of paying premium prices for commodity incorporation work, try our Company Formation MCP. It's faster, cheaper, and built for how technical founders actually work.

Learn more at lovie.co/formation.

Why I Traded My Law Degree to Build an AI Operator / MCP for Company Formation

Omer Aydin — Tue, 14 Apr 2026 17:02:43 +0000

The Lawyer's U.S. Problem
The Manual Onboarding Nightmare
From Law to Code: The Breaking Point
Building Agent-Native Infrastructure
The IDE-First Approach to Company Formation
Vibe Coding Meets Legal Compliance
Why $20/Month Changes Everything
FAQ

The Lawyer's US Problem

I spent five years practicing law in Turkey, watching the same story unfold week after week. Turkish entrepreneurs would walk into my office with big dreams about launching their startups as Delaware C-Corps. They wanted access to US investors and markets, but they had no idea what they were signing up for.

The process that followed was brutal. Hours of explaining paperwork, connecting them with formation services, then manually guiding them through weeks of bureaucratic hell. These founders were building incredible AI products and automation tools, yet they were stuck dealing with faxes and notarized documents like it was 1995.

The irony hit me every time. Here were people creating the future of artificial intelligence, trapped in an incorporation system that hadn't evolved since dial-up internet.

The Manual Onboarding Nightmare

I watched this same painful timeline play out hundreds of times:

Week 1: Founder contacts formation service, starts filling out forms

Week 2: Endless back-and-forth fixing paperwork mistakes

Week 3: Delaware filing (if they're lucky)

Week 4-6: EIN applications, bank accounts, compliance setup

Week 7+: Still waiting for systems to talk to each other

Every single step needed a human to push it forward. Every step cost hundreds or thousands of dollars. Every step pulled brilliant technical minds away from actually building their products.

The worst part? These founders were already using AI agents in their own companies, but somehow couldn't apply that same thinking to their incorporation needs.

From Law to Code: The Breaking Point

Early 2021 broke me. I had a client building autonomous trading systems who spent three months just getting incorporated. Three months of legal friction for someone whose product executed thousands of trades per second.

That's when I realized the legal industry wasn't going to fix itself. We needed people who understood both the legal requirements and what was technically possible. So I left law for engineering.

The transition was rough, but my legal background gave me something most developers lack: I knew exactly which steps were legally required and which were just legacy bureaucracy that nobody had bothered to automate.

Building Agent-Native Infrastructure

The solution hit me like a lightning bolt: build incorporation tools the way modern developers build everything else. Agent-native, API-first, with developer experience as the main interface.

Founders should incorporate through their terminal, not web forms. AI agents should handle the entire flow automatically, not humans shuffling papers. The whole process should cost less than a monthly SaaS subscription, not thousands in legal fees.

This is what I call "vibe coding" for legal infrastructure. You describe what you want in plain English, and the system handles the complexity. Just like telling an AI agent to "deploy this to production" without spelling out every Docker command.

The IDE-First Approach to Company Formation

The Lovie Company Formation MCP works exactly how developer tooling should work in 2026. Install it in your development environment, specify your company parameters, and let the AI operator handle everything else.

# This is how incorporation should work
lovie i want to start my company

Behind the scenes, the AI operator:

Files with Delaware Secretary of State
Obtains your EIN from the IRS
Sets up your registered agent
Generates corporate bylaws and resolutions
Handles ongoing compliance requirements

Delaware C-Corp formation runs for $20/month, managed by AI agents that understand both legal requirements and developer workflows.

Vibe Coding Meets Legal Compliance

The magic happens when you combine natural language flexibility with legal precision. You can specify your incorporation needs like writing a GitHub issue:

"I want to incorporate in Delaware as a C-Corp, with 10 million authorized shares, standard vesting schedules for founders, and 83(b) election handling."

The AI operator translates that intent into legally compliant documents and filings. No forms, no lawyer calls, no weeks of waiting.

This is where legal infrastructure is heading: agent-native systems that understand both technical requirements and business intent.

Why $20/Month Changes Everything

The pricing isn't just about undercutting traditional lawyers. It's about removing the economic barrier that forces founders to cut corners.

When incorporation costs $1,000+ in legal fees, founders make bad choices. They use generic templates, skip important elections, or delay incorporation until fundraising. When it costs $20/month with full AI management, there's no excuse not to do it right from day one.

This pricing model matches how modern businesses actually operate. Your incorporation should be infrastructure, not an expensive one-time project. It should scale with your business and adapt as needs change.

I'm not trying to replace lawyers entirely. The goal is automating routine work so legal professionals can focus on complex strategic advice instead of pushing paperwork.

For Turkish entrepreneurs and international founders who've been underserved by the traditional US legal system, this changes everything. You don't need expensive US legal connections anymore. You just need a terminal and an AI agent.

Legal infrastructure is going agent-native, developer-friendly, and globally accessible. That's why I built this, and that's why it matters for the next generation of startups.

FAQ

What makes Lovie different from traditional incorporation services?
Lovie is built agent-native from the ground up. Instead of web forms and human processing, you interact through your development environment using AI agents that handle the entire incorporation process automatically.

How can Delaware C-Corp formation cost only $20/month?
By automating the entire process with AI agents, we eliminate the manual labor costs that make traditional legal services expensive. The $20/month covers ongoing compliance management, not just one-time formation.

Do I still need a lawyer if I use Lovie?
For routine incorporation and compliance, Lovie's AI agents handle everything. You'll still want legal counsel for complex strategic decisions, fundraising documents, or unusual corporate structures.

What does "agent-native" mean for company formation?
Agent-native means the system is designed for AI agents to handle tasks autonomously, rather than requiring human intervention at each step. You specify your intent, and agents execute the legal requirements automatically.

Can international founders use Lovie to incorporate in the US?
Yes, that's exactly the problem Lovie solves. International founders no longer need expensive US legal connections or complex onboarding processes to incorporate properly in Delaware.

How does the MCP integration work with development tools?
The Lovie Company Formation MCP integrates directly with your development environment, allowing you to manage incorporation and compliance through the same terminal and IDE you use for coding.

What ongoing compliance does Lovie handle automatically?
Lovie's AI agents manage annual reports, registered agent services, corporate record maintenance, and other routine compliance requirements that typically require manual tracking and filing.

Learn more about agent-native company formation at lovie.co.