Blog
Engineering transmissions.
Deep dives, product updates, and thoughts on structured code intelligence for coding agents — 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.
10.7x Context-Token Savings: How We Measured It
Every number on our benchmarks page is copied from measured runs — not marketing fiction.
Why Sidecar Code Graphs Go Stale
Sidecars proved agents need a graph. They also proved a second source of truth is a liability.
Plug MCP into Cursor and Claude in 30 Seconds
Zero-friction setup: open Model Context Protocol, one config block, agents start querying structure.
Byte-Perfect Git Compatibility (Not Mostly Compatible)
The bridge round-trips exactly — import then export reproduces the original repository.
Outline Mode Beats File Dumps
Agents should read the map before they read the library.
Agent-Native VCS Architecture
Version control was built for humans reviewing diffs. Agents need a different primary interface.
E2E signed inbound probe 2026-07-31T041605Z
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test4
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Receipt config probe 2026-07-31T045419Z
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test5
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test6
test6
test
test
Throughput Lines of Code Per Day
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test8
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