GitNexus Boosts Coding Agent Performance by 30%
ycombinator · x · 2026-08-18
Akonlabs, backed by Y Combinator, launched GitNexus, an open-source knowledge graph for code repositories designed to solve the context bottleneck in coding agents. Instead of stuffing code into context windows, agents query the graph for symbols, call paths, and dependencies. In DeepSWE benchmarks, using GitNexus increased task pass rates from 37% to 68.4% and halved the cost per fix, with even larger gains on difficult tasks. The stack includes knowledge graph, coding agent, and automated PR review.
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