WarmUp Pro: A Zero-Cost AI Interview Coaching Micro-SaaS
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built I built ScopeShield AI , a specialized micro-SaaS and agency utility designed for freelance software developers, independent designers, and boutique agencies . The Problem & Who Pays For It: Every f
Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission 馃捀
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle
I built ScopeShield AI, a specialized micro-SaaS and agency utility designed for freelance software developers, independent designers, and boutique agencies.
The Problem & Who Pays For It: Every freelancer knows the pain of scope creep. A client sends a casual 5-sentence email asking for a "simple website with online ordering and maybe an admin dashboard later." If the freelancer doesn't explicitly define boundaries and out-of-scope clauses upfront, a 2-week project turns into 2 months of unpaid revisions.
Freelancers and agency owners pay $19/month (or $29 for a local desktop license) for a tool that turns raw discovery notes or client emails into:
The complete open-source codebase is available on GitHub under the MIT License:
ScopeShield AI is architected around local open-weight inference so that it can be distributed either as a zero-overhead web app or a local desktop toolkit:
I shared ScopeShield AI with a fellow freelance web developer to test on a real incoming e-commerce inquiry. It immediately flagged two unpriced client assumptions ("inventory tracking" and "SMS alerts") that he had overlooked, helping him structure a 3-milestone quote in under 60 seconds.