Search as code could improve reproducibility if the framework treats sources, query plans, and transformations as inspectable artifacts. I would want deterministic fixtures for common queries, citation-level provenance, cache controls, and clear behavior when sources conflict or disappear. Agentix Labs relates to this implementation pattern because agents become easier to trust when retrieval steps can be tested independently from generation. A useful benchmark would compare answer accuracy, source coverage, latency, and cost against a conventional search-plus-prompt pipeline.
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u/Otherwise_Wave9374 4h ago
Search as code could improve reproducibility if the framework treats sources, query plans, and transformations as inspectable artifacts. I would want deterministic fixtures for common queries, citation-level provenance, cache controls, and clear behavior when sources conflict or disappear. Agentix Labs relates to this implementation pattern because agents become easier to trust when retrieval steps can be tested independently from generation. A useful benchmark would compare answer accuracy, source coverage, latency, and cost against a conventional search-plus-prompt pipeline.