Author & Architect: Robina Mirbahar (Google Developer Expert in Cloud & AI)
Focus: Fast Python & Google Gemini Code Diagnostics, Bug Explanation & Patch Suggestion Utility
🎯 Why I Built ai.code.debugger — Lightweight Gemini Static Analyzer (Engineering Purpose & Real-World Value)
I created ai.code.debugger as a lightweight, zero-bloat companion for inspecting buggy scripts, understanding stack traces, and generating clean refactored code using the Google Gemini API.
Rather than returning an unexplained code block, my prompt architecture outputs a clear breakdown of what broke, why it broke, and how the patch prevents regressions.
Designed with a clean Python footprint that integrates into local scripts, notebooks, or CI pre-commit hooks.
flowchart TD
A["Buggy Source File + Traceback"] --> B["ai.code.debugger Parser"]
B --> C["Google Gemini Diagnostic Prompt"]
C --> D["Root-Cause Explanation"]
C --> E["Refactored & Patched Code"]
| Repository | Architecture & Focus | Live Status |
|---|---|---|
| gemma4-multilora-adk-eval | Dynamic Multi-LoRA Hot-Swapping & CI/CD Agent Evaluation (adk eval) on Cloud Run GPUs with Gemma 4 & vLLM |
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| slothsre-napops | SlothSRE ("NapOps") — Overnight Gemma 4 & Google ADK Incident Digest Agent with OpenTelemetry & Sentry AI Monitoring |   |
| streamforge-event-adk | Real-Time Event-Driven Multi-Agent Pipelines on Google Cloud with ADK (ParallelAgent & LoopAgent), Eventarc & Pub/Sub |
  |
| a2a-mcp-mesh-cloudrun | Agent-to-Agent (A2A) & Multi-MCP Mesh on Cloud Run with Gemma 4, Google ADK, Spanner Graph & AlloyDB |   |
| cloudguard-gemma-agent | 6-Part Production Gemma Enterprise Agent Series (ADK, Cloud Run L4 GPU, Firestore, Model Armor, Vertex AI QLoRA) |   |
| Comic-Studio-Ai | Multi-Agent Comic Generator powered by Google Gemini API & FastAPI deployed on Google Cloud Run |   |
| vertex-ai-imagen3 | Generate AI-powered product & editorial images using Google Vertex AI Imagen 3 in Google Colab |   |
| Python-Learning-Assistant | AI-powered Python tutor covering 50+ interactive exercises with real-time feedback built with Streamlit + Gemini API |   |
| cozy-ai-agent-cafe-game | Prompt Paws: 60 FPS Cozy AI Agent Bakery Simulation Game teaching RAG, Guardrails, Context Caching & Multi-Agent Loops |   |
Robina Mirbahar — Google Cloud & AI Architect
Google Developer Expert (GDE) in Cloud & AI • Published Author • Multi-Agent Systems & Serverless GPU Builder
