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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

Form Responses Are the Missing Trigger for AI Workflow Automation

Form Responses Are the Missing Trigger for AI Workflow Automation

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8 min read

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Prevent Duplicate Slack Notifications from Google Forms

Prevent Duplicate Slack Notifications from Google Forms

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6 min read
Stop Treating Google Forms Responses as Rows

Stop Treating Google Forms Responses as Rows

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6 min read
Why Your Form Auto-Reply Email Did Not Arrive

Why Your Form Auto-Reply Email Did Not Arrive

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

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

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6 min read
Designing Post-Submit Form Workflows as a State Machine

Designing Post-Submit Form Workflows as a State Machine

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

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

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7 min read
Don't Build Your MCP Server as an API Wrapper

Don't Build Your MCP Server as an API Wrapper

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7 min read
Beyond CAPTCHA: Building an AI Filter for Contact Form Spam

Beyond CAPTCHA: Building an AI Filter for Contact Form Spam

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

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

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8 min read
From Form Response to Figma Wireframe: MCP Orchestration in Practice

From Form Response to Figma Wireframe: MCP Orchestration in Practice

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

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

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

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

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

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

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

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

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9 min read
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