< agent lab />

Inside the control room.

This is how I think about agentic AI. Every system I ship follows a similar shape: an orchestrator brain, a typed set of tools, a memory layer, and a channel for the user to talk to it.

< generic agent architecture />

How an agent thinks

USER INPUT
text · image · voice
orchestrator
AGENT BRAIN
OpenAI Agents SDK · Gemini
OUTPUT
WhatsApp · Streamlit · API
tool
Web Search

Live web retrieval via SERP APIs

Tavily · SerpAPI
tool
RAG Knowledge Base

Cited answers from documents

LangChain · Pinecone
tool
Code Execution

Sandboxed Python for analysis

Python REPL
tool
External API Call

Connect to any HTTP service

n8n · Fetch
tool
Human Escalation

Route to a human when uncertain

WhatsApp · Slack
< interactive demo />

Try it yourself

Pick a scenario and watch the agent execute step-by-step. All mock data — backend wiring coming soon.

Input
"What is the attention mechanism in transformers?"
Embedding Query
Vector Search
Reranking Results
Generating Answer
< case studies />

Agents I've shipped

🤖 AI · AGENT

Personal AI Employee

Autonomous AI Agent with Claude Code & MCP

RESEARCH

Autonomous AI agent system that manages real personal and business workflows. Monitors multiple communication channels (Gmail, WhatsApp, LinkedIn) using watcher scripts and converts incoming events into structured tasks automatically. Features a local-first vault workflow that prioritizes and routes tasks with human-in-the-loop approvals for sensitive actions. Supports MCP-based external action architecture enabling flexible integration with various tools and services. Provides comprehensive observability with live dashboard showing watcher health, queue state, and activity history. Implements autonomous execution loop with weekly CEO briefing reports. Silver tier complete with Gold-tier integrations in progress. Demonstrates deep hands-on understanding of AI automation, reliability, observability, and safe agent design patterns.

Agent Architecture
Multi-channel IntakeEvent StructuringTask PrioritizationVault RoutingHuman ApprovalAutonomous ExecutionObservability Dashboard
Impact
Multi-channel event monitoring; Autonomous workflow management; Human-in-the-loop approvals; Live observability dashboard; Weekly executive briefings; Safe agent design patterns
Claude CodeMCPObsidianGmail APIWhatsApp APILinkedIn APIPythonAgent Engineering
🤖 AI · AGENT

Zorox

WhatsApp Agent w/ Intent Routing

RESEARCH
📩NLUTool 1Tool 2Tool 3
Intent Routing Pipeline

Production WhatsApp agent with multi-intent routing, context memory, and human escalation paths.

Agent Architecture
Intent ClassifierContext MemoryTool SelectionEscalation
n8nGeminiRedisPostgres
🤖 AI · AGENT

OpenClaw

Personal AI Employee Platform

ARCHIVED
OpenClaw🔬⚙️✍️💻
AI Employee Registry

A platform of specialized AI employees you can hire on demand — research, ops, content, and code agents collaborating via ACP.

Agent Architecture
Hiring UIAgent RegistryTask OrchestratorTool Bus
OpenAI Agents SDKACPMCPNext.js
🤖 AI · AGENT

n8n WhatsApp AI Agent

Multi-Modal Automation with Google Gemini

LIVE
💬🔀📝🎤🖼️💬
Multi-Modal Workflow

Sophisticated n8n workflow creating an intelligent WhatsApp bot with multi-modal capabilities. Processes text, voice, and images using Google Gemini AI. Features smart routing for message type detection, real-time voice transcription, image analysis, and conversation memory management. Fully integrated with WhatsApp Business API.

Agent Architecture
Message TriggerType DetectionMedia DownloadAI ProcessingMemoryResponse
Impact
Handles 3 media types simultaneously; 98% transcription accuracy; Sub-second response times
n8nWhatsApp APIGoogle GeminiWorkflow AutomationMulti-Modal AI
🤖 AI · AGENT

Multi-Agent Chainlit Assistant

OpenAI Agents SDK with dynamic routing

LIVE

Intelligent assistant framework using OpenAI Agents SDK with Chainlit UI. Features a main routing agent that intelligently dispatches queries to specialized sub-agents: Shaitani Calculator (humorous math), Web Search (real-time), and custom tools. Demonstrates multi-agent orchestration patterns.

Agent Architecture
Query InputMain RouterAgent SelectionTool ExecutionResponse Generation
Impact
Autonomous agent routing with specialized tool handling
OpenAI Agents SDKChainlitPython 3.11uvdotenv
🤖 AI · AGENT

AgriSahayak

AI-Powered Crop Disease Detection Agent

LIVE
W
Disease Detection Vision

WhatsApp-based farming assistant using Gemini Vision AI for real-time crop disease detection, treatment plans, and weather alerts. Bilingual Urdu/English.

Agent Architecture
Vision InputDisease ClassifierTreatment PlannerAlert System
Impact
60% projected crop loss reduction
Gemini Visionn8nWhatsApp APIPython
< tech ecosystem />

How the pieces connect

Channels
  • WhatsApp Business API
  • Streamlit
  • REST API
  • CLI
Orchestration
  • n8n
  • OpenAI Agents SDK
  • Custom Router
  • MCP / ACP
Models
  • Google Gemini (text + vision)
  • OpenAI GPT-4 / 5
  • HuggingFace OSS
  • Whisper (ASR)
Knowledge
  • LangChain
  • Pinecone
  • ChromaDB
  • Postgres pgvector
Tools
  • Web Search
  • Code Execution
  • File I/O
  • External APIs
Memory
  • Redis (short-term)
  • Postgres (long-term)
  • Conversation summarization