3 articles in this category.
Search once sent people to websites. AI now synthesizes answers and increasingly completes tasks. Businesses must make their knowledge discoverable, trustworthy, and actionable to systems acting for customers.
Grep is excellent at exact strings and weak at intent. A local semantic retrieval primitive lets developers search code by meaning under strict constraints: local-first, secure-by-default, CPU-friendly, and minimal dependencies.
Shell history stores actions, but engineers remember problems. Terminal Memory uses local embeddings to retrieve command sequences by intent with no cloud APIs and no generative layer in v1.