今天我们推出@akonlabs支持@ycombinator我们建造GitNexus，您的存储库的开源知识图。
今天我们推出@akonlabs支持@ycombinator我们建造GitNexus，您的存储库的开源知识图。编码代理查询它以准确获取任务所需的符号、调用路径、依赖项的上下文，而不是四处查找并将一半代码库填充到上下文窗口中。上下文是编码代理的瓶颈。更大的窗户还没有解决这个问题。代理的购买者为每个token支付更多费用以获得更差的代码，并且代理本身没有他们正在编辑的存储库的地图。我们正在解决这个问题。在DeepSWE，与相同的代理GitNexus与没有相比： 1. 37% → 68.4% 的任务通过 2. 每次修复成本减半 3. 在最困难的任务上，差距增加了三倍多 一个堆栈：知识图谱、编码代理、自动化PR审查。托管、自托管或气隙式。 45kGitHub星星。
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Today we're launching @akonlabs backed by @ycombinator We build GitNexus, an open-source knowledge graph for your repository. Coding agents query it to get exactly the context a task needs symbols, call paths, dependencies instead of grepping around and stuffing half your codebase into a context window. Context is the bottleneck for coding agents. Bigger windows haven't fixed it. Buyers of agents are paying more per token to get worse code, and the agents themselves have no map of the repo they're editing. We're fixing this. On DeepSWE, the same agent with GitNexus vs. without: 1. 37% → 68.4% of tasks passed 2. Half the cost per fix 3. On the hardest tasks, the gap more than triples One stack: knowledge graph, coding agent, automated PR review. Managed, self-hosted, or air-gapped. 45k GitHub stars. 65k weekly npm downloads. 10+ enterprise deployments. Sign up at: https://app.akonlabs.com
Today we're launching @akonlabs backed by @ycombinator We build GitNexus, an open-source knowledge graph for your repository. Coding agents query it to get exactly the context a task needs symbols, call paths, dependencies instead of grepping around and stuffing half your codebase into a context window. Context is the bottleneck for coding agents. Bigger windows haven't fixed it. Buyers of agents are paying more per token to get worse code, and the agents themselves have no map of the repo they're editing. We're fixing this. On DeepSWE, the same agent with GitNexus vs. without: 1. 37% → 68.4% of tasks passed 2. Half the cost per fix 3. On the hardest tasks, the gap more than triples One stack: knowledge graph, coding agent, automated PR review. Managed, self-hosted, or air-gapped. 45k GitHub stars. 65k weekly npm downloads. 10+ enterprise deployments. Sign up at: https://app.akonlabs.com
Today we're launching @akonlabs backed by @ycombinator We build GitNexus, an open-source knowledge graph for your repository. Coding agents query it to get exactly the context a task needs symbols, call paths, dependencies instead of grepping around and stuffing half your codebase into a context window. Context is the bottleneck for coding agents. Bigger windows haven't fixed it. Buyers of agents are paying more per token to get worse code, and the agents themselves have no map of the repo they're editing. We're fixing this. On DeepSWE, the same agent with GitNexus vs. without: 1. 37% → 68.4% of tasks passed 2. Half the cost per fix 3. On the hardest tasks, the gap more than triples One stack: knowledge graph, coding agent, automated PR review. Managed, self-hosted, or air-gapped. 45k GitHub stars. 65k weekly npm downloads. 10+ enterprise deployments. Sign up at: https://app.akonlabs.com
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