01
Implemented a hybrid, semi-automated software development workflow by applying an agent through human-authored prompts for recurring tasks, increasing productivity by 46%.
+46% productivity
Case study · POC of Applied AI in Software Development - Frontend
AI-assisted Delivery Workflow.
- Manufacturer of unified access-control & security solutions
- Client
- Frontend Developer
- Role
- 2025 – Now
- Year
[ AI-assisted Delivery Workflow ]
(01) What I did
01Develop a comprehensive set of Cursor rules and command templates for role-based and task-based requests, covering end-to-end protocols: task decomposition, planning, implementation, unit testing, and documentation.
02Adopt and operationalize the agent within the software development lifecycle, define measurable performance metrics, and establish a feedback/fine-tuning process to continuously improve agent quality.
03Review and continuously improve the agent’s outputs through structured evaluation, quality standards, and iterative refinement.
(02) Major contributions
02
Improved throughput on complex user stories by using the agent to decompose requirements, create implementation plans, and generate an asynchronous multi-agent execution plan to enable parallel workstreams.
(03) Results
+46%
Productivity
(04) Stack
- ReactJS
- MaterialUI
- NextJS
- GraphQL