| SDLC Stage | What Our Engineers Use It For | Tools |
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| Business Analysis and Requirements | Generating user stories, mapping requirements, analyzing customer feedback, estimating scope, and creating acceptance criteria | ChatGPT, Claude, Gemini, Notion AI, Miro AI |
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| UI/UX Design | Generating layout variations, creating design-to-code handoffs, testing accessibility patterns, and producing interactive prototypes | Figma Make, Pencil AI, Uizard |
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| Code Generation and Completion | Writing boilerplate, scaffolding features, completing functions, and AI pair programming | GitHub Copilot, Cursor, Tabnine, Windsurf, Amazon Q Developer, Gemini Code Assist |
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| Agentic and Autonomous Coding | Handling multi-step tasks autonomously - writing feature branches, running tests, and opening PRs with documentation | Devin AI, Claude Code, Cursor Agents, GitHub Copilot Coding Agent |
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| Code Review and Security | Flagging bugs, vulnerabilities, style inconsistencies, and compliance issues before code reaches production | SonarQube AI, DeepCode AI, Snyk, CodeClimate |
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| Automated Testing | Generating unit, integration, and UI tests automatically and catching regressions early | Testim,Applitools, Qodo |
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| CI/CD and DevOps Automation | Automating build pipelines, predicting deployment issues, and managing release workflows | GitHub Actions, GitLab CI, Jenkins |
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| Documentation Generation | Auto-generating API references, inline comments, and technical specs from existing code | Claude, ChatGPT, Gemini |
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| LLM Infrastructure and APIs | Powering custom AI features, internal dev assistants, and RAG-based knowledge systems | OpenAI API, Anthropic Claude API, Google Gemini API |
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| RAG and Knowledge Management | Building searchable internal codebases, onboarding tools, and context-aware dev assistants | LangChain, LlamaIndex, Pinecone, Weaviate, ChromaDB |
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| Frameworks and Languages | Building your product across web, mobile, and backend | Python, Node.js, React, Next.js, Flutter, Android, iOS |
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