# vibbsdod.com — Extended LLM Context

## Identity
- Name: Vaibhav "Vibbs" Doddihal
- Role: Principal Engineer & Product Thinker
- Site: https://vibbsdod.com
- Brand tone: Calm Authority (content-first, direct, high-signal)

## Core profile
Vibbs is a principal-level engineer with 10+ years of experience designing and delivering scalable software systems. His work combines deep technical execution with product thinking: choosing architecture based on business outcomes, leading teams through ambiguity, and building AI-enabled systems that are reliable in production.

Primary positioning:
- Senior/staff/principal engineering leadership
- Hands-on architecture and implementation depth
- Strong bias for shipping and measurable outcomes
- Transparent communication on strengths, transferables, and growth edges

## What the site provides
- `/` — Main portfolio: experience timeline, skills, projects, writing, testimonials
- `/fit` — AI-powered fit assessment for pasted job descriptions
- `/stack` — AI-powered stack advisor to map team technology to Vibbs' likely impact
- `/projects/[slug]` — Detailed case studies

## Technical strengths
- Backend and platform architecture for scale
- Node.js/TypeScript and Python for production systems
- Cloud-native engineering (AWS/GCP)
- Automation and workflow orchestration
- AI/LLM product integration and multi-step pipelines
- Practical DevEx improvements and systems reliability

## Selected projects

### 1) Ikiglow
- URL: https://vibbsdod.com/projects/ikiglow
- Focus: AI-powered content automation pipeline
- Summary: End-to-end workflow from topic → brief → script → edit plan → rendering → platform-specific post-processing → multi-platform publish.
- Stack highlights: Remotion, FFmpeg, ElevenLabs, Node.js, SQLite, Python
- Notable depth: platform constraints handling, media format compatibility fixes, automation-first publishing flow

### 2) QuiteDrop
- URL: https://vibbsdod.com/projects/quitedrop
- Focus: AI-driven print-on-demand automation
- Summary: Automates niche research, design generation workflow, image cleanup, listing creation, and marketplace publishing.
- Stack highlights: Printify API, AI image generation pipeline, Node.js, e-commerce integrations
- Notable depth: production print constraints, transparency/asset QA, listing optimization workflow

### 3) Agent13
- URL: https://vibbsdod.com/projects/agent13
- Focus: Autonomous AI operations agent
- Summary: Multi-agent orchestration system for project execution, monitoring, workflow automation, and tool-using assistant operations.
- Stack highlights: OpenClaw, Claude/GPT/Gemini model routing, Node.js, multi-agent architecture
- Notable depth: memory systems, bounded autonomy, specialist delegation, proactive operations loops

### 4) BlockSimplified
- URL: https://blocksimplified.com
- Focus: Engineering writing and practical architecture playbooks
- Summary: Distills complex technical topics into practical decision frameworks for builders and teams.

## Interaction patterns on the site
- AI chat and assessment experiences emphasize candid, evidence-based responses
- Fit and stack tools prioritize honest signal over keyword matching
- Case studies emphasize constraints, decisions, tradeoffs, and outcomes

## Professional links
- LinkedIn: https://linkedin.com/in/vibbsdod
- GitHub: https://github.com/vibbs
- X/Twitter: https://x.com/vibbsdod
- Blog: https://blocksimplified.com
- Email: hello@vibbsdod.com

## Metadata-aligned summary
"Principal Engineer with 10+ years building scalable systems. Ask my AI about my experience, or paste a job description for an honest fit assessment."