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⚡ AI Lessons
Dev.to · hamza qureshi
1mo ago
Kafka vs DNotifier for AI Systems: Picking the Right Messaging Tool for Realtime AI
Introduction We were building a realtime AI product that had to coordinate model...
Dev.to · hamza qureshi
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Coordinating 100+ AI Agents in the Field: Practical Patterns for Robotic Swarms
Introduction We shipped our first 10-robot demo and thought the hard part was solved....
Dev.to · hamza qureshi
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Scaling AI Pub/Sub for Agent Messaging: Real Patterns That Survived Production
Introduction Building reliable, low-latency communication for AI agents feels like a...
Dev.to · hamza qureshi
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
How We Built Real‑Time Agent-to-Agent Communication for Multi‑Agent Systems
Introduction Coordination between AI agents sounds simple on paper: send messages, wait...
Dev.to · hamza qureshi
⚡ AI Lesson
1mo ago
What Broke After 10M WebSocket Events — Rebuilding Realtime Orchestration Without Reinventing the Stack
Introduction We hit a wall when our realtime system—used for collaboration,...
Dev.to · hamza qureshi
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
What Broke When We Hit 100k WebSocket Connections (And How Realtime Orchestration Saved Us)
Introduction We built a product that streams AI model outputs to browsers and backend...
Dev.to · hamza qureshi
1mo ago
What Broke After 10M WebSocket Events (And How We Fixed Our Realtime AI Orchestration)
Introduction We built a realtime AI feature for a multi-tenant SaaS: live agent...
Dev.to · hamza qureshi
1mo ago
We Rebuilt Our AI Pipeline Twice — Here’s What Finally Worked for Realtime Orchestration
Introduction We built an AI feature that needed sub-second responses to client events...
Dev.to · hamza qureshi
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
What Broke After 10M WebSocket Events (And How We Rewired Our Realtime AI Pipeline)
Introduction We hit a wall after about 10 million WebSocket events in a month....
Dev.to · hamza qureshi
1mo ago
What Broke After 10M WebSocket Events (And How We Fixed Our Realtime AI Orchestration)
Introduction We hit a hard wall when our realtime AI feature started processing...
Dev.to · hamza qureshi
1mo ago
What Broke After 10M WebSocket Events (And How We Fixed Our Realtime AI Orchestration)
Introduction We built an AI feature that depended on low-latency bi-directional...
Dev.to · hamza qureshi
1mo ago
We Replaced Our DIY WebSocket Orchestrator — Here’s What Finally Scaled
Introduction We hit a scaling wall not from CPU or models, but from the plumbing that...
Dev.to · hamza qureshi
1mo ago
What Broke When Our Realtime AI Pipeline Hit 50k WebSocket Clients (And How We Fixed It)
Introduction We shipped an MVP realtime AI feature: multi-agent chat, WebSocket...
Dev.to · hamza qureshi
1mo ago
What Broke After 10M WebSocket Events — How We Rebuilt a Realtime AI Orchestration Layer
Introduction We hit a hard scaling wall after shipping a realtime feature tied to our...
Dev.to · hamza qureshi
1mo ago
What Broke After 10M Realtime Events — and How We Re-architected for Realtime AI Workflows
Introduction We hit a scaling cliff when our product moved from a few thousand...
Dev.to · hamza qureshi
1mo ago
How We Stopped Burning GPU Credits on Duplicate Model Calls
Introduction We had an easy-sounding feature: a realtime assistant that streams model...
Dev.to · hamza qureshi
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
The Real Problem With AI Apps Isn’t the Model, It’s Everything Around It
The Real Problem With AI Apps Isn’t the Model Everyone is obsessed with AI models. GPT-4.1, Claude,...
Dev.to · hamza qureshi
2mo ago
The End of Waiting: How Agentic AI Is Replacing Static Dashboards
Let’s be honest—analytics dashboards haven’t really evolved in how we use them. Yes, they look...
Dev.to · hamza qureshi
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
AI Journey - From 0 to Hero
My Journey started from Development to Leadership and Designing Architectures. The journey took more...
DeepCamp AI