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Lovanaut

Solo founder building FORMLOVA — 118 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

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

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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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Comments
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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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.

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

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Comments
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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Comments
9 min read
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