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Coding agents are getting smarter, but they still waste most of their tokens reading irrelevant code. Here is how AST-based semantic search, LSP, and a lightweight CLI can change that. We built an embedded lightweight semantic code search tool for coding agents that is complementary to LSP and this is what we’ve learned.
In the long history of human civilization, certain inventions fundamentally alter the relationship between human intention and physical reality. The ‘lever’ extended muscle. The written ‘word’ extended memory. The ‘printing press’ extended reach. Th...
In 2023, a major LLM scored over 85% on a widely cited reasoning benchmark. Researchers celebrated. Blog posts were published. Comparisons were drawn...
Most organizations today are not struggling to collect data. They are struggling to make data mean the same thing across every system, team, and tool that consumes it.
That gap between data that exists and data that is understood, is e...