AI-Driven SDLC Playbook
Accelerating software delivery through artificial intelligence integration. This playbook defines our standard for the next generation of engineering at TECHVIFY.
Core Pillars of Transformation
The four foundational elements powering our AI strategy.
Automated Code Gen
Leveraging LLMs for faster boilerplate generation and routine refactoring tasks.
Intelligent Testing
Self-healing test suites and AI-generated unit tests to improve coverage.
Predictive Ops
AI-driven operational insights to predict failures before they impact users.
Secure Deployment
Automated security scanning and vulnerability detection in real-time pipelines.
The Transformation Journey
Our roadmap to Level 5 AI Maturity.
Q1 2023
Ad-hoc
Individual experimentation with public tools like ChatGPT.
Q3 2023
Pilot
Selected teams piloting Copilot and Cursor in specific projects.
Current
Standardized
Company-wide licenses, defined policies, and internal playbook access.
Q2 2024
Integrated
Custom LLM models trained on internal codebase and documentation.
2025+
Optimized
Autonomous agents handling routine maintenance and optimization.
Collaborative Workflow
How AI augments each role in our SDLC.
Product Owner
- check AI-assisted spec writing
- check User story generation
Architect
- check System design validation
- check Tech stack optimization
Developer
- check Co-pilot code completion
- check Auto-documentation
QA Engineer
- check Automated test case gen
- check Visual regression AI