30/07/2026
This whitepaper summarizes a three-week research initiative by interns from BCRV Tech-Voc, Inc. in Calapan City, Oriental Mindoro. The project evaluated practical, open-source AI integration across the entire Software Development Lifecycle (SDLC) including planning, architecture, coding, testing, documentation, observability, and Retrieval-Augmented Generation (RAG).
Combining technical research with hands-on deployment, the team developed Cognexa, a model-agnostic AI platform that integrates knowledge management directly into software engineering workflows. This paper provides actionable guidance for teams seeking to build a flexible, secure, and sustainable AI-driven SDLC.
https://eacomm.com/blog/ai-assisted-sdlc-a-practical-guide-on-using-ai-for-software-development/