Throughput LinesOf Code Per Day
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Engineering transmissions.

Deep dives, product updates, and thoughts on agent-native version control — published via Metaphone.

Welcome to Throughput Lines of Code Per Day

Agent-native version control that query-maps your repository instead of dumping files into context.

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10.7x Context-Token Savings: How We Measured It

Every number on our benchmarks page is copied from measured runs — not marketing fiction.

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Why Sidecar Code Graphs Go Stale

Sidecars proved agents need a graph. They also proved a second source of truth is a liability.

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Plug MCP into Cursor and Claude in 30 Seconds

Zero-friction setup: open Model Context Protocol, one config block, agents start querying structure.

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Byte-Perfect Git Compatibility (Not Mostly Compatible)

The bridge round-trips exactly — import then export reproduces the original repository.

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Outline Mode Beats File Dumps

Agents should read the map before they read the library.

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Agent-Native VCS Architecture

Version control was built for humans reviewing diffs. Agents need a different primary interface.

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