200+
Tasks automated
< 10s
Avg. execution time
8+
Tools integrated
94%
Task success rate
AI Agent
OnlineThe story
A custom AI assistant capable of automating tasks, processing information, and assisting users with intelligent workflows. It reasons over requests, chooses the right tools, and executes multi-step actions from a simple conversation.
Tech stack
The Challenge
Agents need to decide what to do without a script — which tool to call, when to ask for clarification, and how to keep context across long multi-step workflows.
The Solution
I built a structured agent loop with typed tool definitions, a reasoning step, and human-in-the-loop checkpoints for sensitive actions — with full execution logs and automatic error recovery.
What's inside
Custom AI Assistant
Task Automation
Information Processing
Intelligent Workflows
Multi-Step Agent Execution
Tool Integration
Architecture overview
Next.js App Router + streaming responses
Agent loop: reason → plan → call tool → verify
Typed tool registry with validation
Supabase for conversation history & state
Checkpoints for human approval on sensitive tasks
Screens & previews
Replace these generated previews with real screenshots when available.
AI Agent
OnlineAI Agent
Online