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Lovanaut

founder building FORMLOVA — 127 MCP tools for chat-first form operations. Spent 4 months designing server-enforced safety harnesses for LLM-driven workflows. Previo after the form goes live.

Location Japan Joined Joined on  Personal website https://formlova.com twitter website

Work

Solo developer — building FormLova, Lovai, and Sapolova

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Your Form Response Just Created a GitHub PR: Cross-Service Orchestration With MCP
lovanaut55 profile

Your Form Response Just Created a GitHub PR: Cross-Service Orchestration With MCP

#ai #automation #mcp #productivity
7
Comments 2
7 min read
Stripe Closed My Connect Account. Here's What Actually Fixed It in 24 Hours.
lovanaut55 profile

Stripe Closed My Connect Account. Here's What Actually Fixed It in 24 Hours.

5
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10 min read
Google Forms + Apps Script Is a Workflow, Not Just a Notification
lovanaut55 profile

Google Forms + Apps Script Is a Workflow, Not Just a Notification

#automation #google #javascript #productivity
6
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6 min read

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Designing Post-Submit Form Workflows as a State Machine
lovanaut55 profile

Designing Post-Submit Form Workflows as a State Machine

#architecture #automation #systemdesign #webdev
5
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8 min read
AI Form Builders Are Becoming Table Stakes. MCP Form Operations Are the Hard Part.
lovanaut55 profile

AI Form Builders Are Becoming Table Stakes. MCP Form Operations Are the Hard Part.

#ai #architecture #automation #mcp
6
Comments
7 min read
Don't Build Your MCP Server as an API Wrapper
lovanaut55 profile

Don't Build Your MCP Server as an API Wrapper

#agents #api #architecture #mcp
6
Comments 1
7 min read
Beyond CAPTCHA: Building an AI Filter for Contact Form Spam
lovanaut55 profile

Beyond CAPTCHA: Building an AI Filter for Contact Form Spam

#ai #security #tutorial #webdev
7
Comments
5 min read
Running LLM Classification After the Response: Next.js after() + OpenRouter at $0.0002 per Call
lovanaut55 profile

Running LLM Classification After the Response: Next.js after() + OpenRouter at $0.0002 per Call

#ai #llm #nextjs #webdev
5
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8 min read
From Form Response to Figma Wireframe: MCP Orchestration in Practice
lovanaut55 profile

From Form Response to Figma Wireframe: MCP Orchestration in Practice

#automation #design #llm #mcp
6
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6 min read
127 MCP Tools, 4 Safety Levels: Building a Server-Enforced Form Ops Layer
lovanaut55 profile

127 MCP Tools, 4 Safety Levels: Building a Server-Enforced Form Ops Layer

#ai #architecture #mcp #security
6
Comments 7
6 min read
Designing a CLI Skill That Structures AI Sessions into Posts -- Architecture, Security, and Implementation Decisions
lovanaut55 profile

Designing a CLI Skill That Structures AI Sessions into Posts -- Architecture, Security, and Implementation Decisions

#showdev #ai #architecture #cli
5
Comments 3
7 min read
Anthropic Proved AI Can't Evaluate Its Own Work. Here's How I Rebuilt My Claude Code Setup Around That.
lovanaut55 profile

Anthropic Proved AI Can't Evaluate Its Own Work. Here's How I Rebuilt My Claude Code Setup Around That.

#ai #llm #testing #tooling
6
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5 min read
OpenRouter Structured Output Broke Before Translation Quality Did — 3 Layers of Defense for Production
lovanaut55 profile

OpenRouter Structured Output Broke Before Translation Quality Did — 3 Layers of Defense for Production

#api #architecture #javascript #llm
6
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9 min read
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