Skill updates 1The spec records requirements, not designs. Do NOT prescribe implementation decisions — state representations, storage choices, data structures, or mechanisms. Anything written here is treated as a requirement by every later phase and becomes exempt from validation checks it would otherwise fail. State WHAT must be true (latency bounds, invariants, scale facts); leave … Continue reading Teaching LLMs to one-shot complex backends at scale, report #2