What I’m Building: IoT Pipelines, Webhook Retries, and Real-World Debugging

Lately I’ve been working on a few things:

• IoT telemetry pipelines
• Webhook retry systems (handling failed deliveries)
• Debugging real-world data flow issues from devices

Stack:

• Linux + Docker
• MQTT
• Custom backend services

Biggest lesson so far:
Most systems fail not because of logic, but because of network and reliability issues.

Currently exploring:

• AI-assisted coding workflows
• Running local models for dev productivity

If you’re working on similar systems, let’s connect.