AI Research Atlas

Building a C compiler with a team of parallel Claudes

Anthropic · 5 February 2026

Sixteen parallel Claude agents wrote a roughly 100,000-line Rust C compiler over two weeks that boots Linux 6.9 on x86, ARM and RISC-V.

An autonomous multi-agent coding experiment that took about 2,000 Claude Code sessions and roughly $20,000 of API use, with a 99% pass rate on compiler test suites including GCC torture tests. It also builds QEMU, FFmpeg, SQLite, PostgreSQL and Redis. Its limits are no 16-bit x86 backend, no assembler or linker of its own, and slower code than GCC without optimizations.

Date
Thursday, 5 February 2026
Lab
Anthropic
Kind
paper
Access
paper only

Figures

MeasureValueMeasured by
Parallel agents / sessions16 agents, about 2,000 sessions
over two weeks
company
API costabout $20,000company
Code producedabout 100,000 lines
Rust C compiler
company

Company-run demonstration, not independently reproduced. The summary of the page did not name the model; the same-day release makes Opus 4.6 likely (inference).

Sources

  1. www.anthropic.com/engineering/building-c-compiler

This record was checked against its sources on 6 October 2026. How we check

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