11 articles
Blog & deep dives
Production notes from AI systems, full-stack apps, mobile products, and Meta Ads campaigns.
How I Built an AI Voice Campaign Platform That Handles 1000+ Leads in Real-Time
How I built Calling Agent — an AI-powered voice campaign platform that calls 1000+ leads per day, scores them in real-time, and reports back via WebSocket.
Agentic AI vs Traditional Automation: What's Actually Different (With Real Code)
The real technical difference between traditional automation and agentic AI — with production code from a voice campaign platform calling 1000+ leads per day.
I Built a Drag-and-Drop AI Agent Builder — Here's the Architecture
How I architected a no-code AI agent builder with React Flow — visual node editor, graph execution engine, Zod output validation, and zero-downtime deploys.
The Future of AI Agents: A Developer's Guide to 2025 and Beyond
6 trends defining the future of AI agents in 2025 — multi-agent systems, vector memory, voice AI, structured output, observability, and what it means to be an AI-fluent developer.