Ship it informed
Speed without clarity is waste. Shipping fast only works when research, user understanding, and intent guide the process.
Speed without clarity is waste. Shipping fast only works when research, user understanding, and intent guide the process.
Spec-first AI workflows manufacture false certainty in unknown territory. Real progress comes from touching constraints first, then documenting what the system proves to be true.
In unknown territory, comprehensive specs don’t reduce risk — they manufacture false certainty. Build small tests, document learning, and iterate with cheap context re-entry.
AI can accelerate execution, but its bigger advantage is accelerating discovery. The question is whether you’re using AI to follow plans, or to find better ones.
Spec-first tools aren’t wrong — they just don’t match how everyone thinks. SR-SI supports an architect’s workflow: sketch, test, refine, repeat, without context loss.