The challenge
An AI coding workflow needed a clear boundary between approved requirements, implementation and review.
The work
Developed an editor extension with separate planning and implementation roles, human-approved specifications, automated scope checks and a review pipeline. Integrity, scope and code checks run before model review.
What the project demonstrates
The implementation provides a repeatable design, build, check and fix loop, with recorded review decisions. The documented result is working engineering tooling; no commercial productivity claim is made.
Technology & expertise
TypeScript · Editor extensions · Automated quality gates
Where this approach fits
For teams exploring AI-assisted development with clear ownership and review checkpoints.
Have a similar challenge?
Start with a focused discovery or POC, scope production work when the evidence supports it, and add ongoing support as your needs grow.
Projects: US$1,000–$50,000. Support: US$500–$5,000/month. Each stage is scoped separately.
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