Developers often find LLMs drifting away from an agreed contract when prompted to violate it, making it hard to maintain consistent behavior across turns. SpecLock provides a lightweight wrapper that tracks the original specification, enforces contract boundaries, and offers an instant reset to the initial context, ensuring reliable, spec‑aligned responses.
Yes and no, sol hits a point where reframing its working context becomes hard. It sticks to what you harness very well, but changes become harder and harder.E.g. ask it to make contract for a spec in code and then ask it to violate that contract. Overall an excellent model, just need to stop and put it back into we are harnessing or specing not building for a few turns not just try to pivot it off with one prompt.
Recommended execution roadmap for "SpecLock: LLM Contract & Context Guardian"
Examine the 1 harvested raw posts to map specific feature complaints, workflow workarounds, and user friction points.
Build a minimalist solution focused exclusively on solving "Developers often find LLMs drifting away from an agreed contract when prompted to violate it, making it hard t..." without feature bloat.
Directly engage users in subreddits and developer forums who expressed frustration to offer early access beta invites.
Introduce structured subscription pricing matching market urgency score (75%).
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