agree — I’ve used Q/S with AI-assisted query shaping too, especially when domain vocab gets wild.
the part I kept bumping into was: even with perfect-looking queries, the retrieved context still lacked semantic intent alignment.
so I started layering reasoning before retrieval — like a semantic router that decides not just what to fetch, but why that logic path even makes sense for this user prompt.
different stack, same headache. appreciate your insight though — it’s a solid route when retrieval infra is strong.
so I started layering reasoning before retrieval — like a semantic router that decides not just what to fetch, but why that logic path even makes sense for this user prompt.
different stack, same headache. appreciate your insight though — it’s a solid route when retrieval infra is strong.