Blog
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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