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Selvedge – an MCP server that captures why AI agents change code vs Sneakily steer candidates toward naive brute-force solutions (2026)

Which is better for indie hackers and solopreneurs? Here's a side-by-side comparison of pricing, features, and use cases.

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Selvedge – an MCP server that captures why AI agents change code

Log the reasoning behind every AI-generated code change locally

Free

A local MCP server that AI coding agents (Claude Code, Cursor, Copilot) call as they work — logging the why behind every change into a SQLite file under .selvedge/ next to your code.

Try Selvedge – an MCP server that captures why AI agents change code
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Sneakily steer candidates toward naive brute-force solutions

Assess developer candidates on how they direct AI tools

Paid

Gonfire is an assessment platform built around the assumption that candidates will use AI — and that the way they steer the AI is the signal worth measuring. Real codebases, every interaction captured. Currently in early access.

Try Sneakily steer candidates toward naive brute-force solutions

Frequently asked questions

What is the difference between Selvedge – an MCP server that captures why AI agents change code and Sneakily steer candidates toward naive brute-force solutions?

Selvedge – an MCP server that captures why AI agents change code: A local MCP server that AI coding agents (Claude Code, Cursor, Copilot) call as they work — logging the why behind every change into a SQLite file under .selvedge/ next to your code. · Sneakily steer candidates toward naive brute-force solutions: Gonfire is an assessment platform built around the assumption that candidates will use AI — and that the way they steer the AI is the signal worth measuring. Real codebases, every interaction captured. Currently in early access.

Is Selvedge – an MCP server that captures why AI agents change code free?

Yes, Selvedge – an MCP server that captures why AI agents change code is free.

Is Sneakily steer candidates toward naive brute-force solutions free?

Sneakily steer candidates toward naive brute-force solutions is a paid tool.

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