DeveloperSteve Coochin
Debugging Schrödinger's App
#1about 5 minutes
An early journey into programming and scalability
Building for scale from the very first git init is crucial, as illustrated by the "Friday night rule" for choosing sustainable technology.
#2about 4 minutes
Exploring the versatility of Python across different domains
Python serves as a versatile, heavy-lifting language for diverse applications including APIs, data science, web development with Flask, and IoT projects using MicroPython.
#3about 4 minutes
Applying the Schrödinger's cat analogy to application bugs
The Schrödinger's cat thought experiment illustrates how an unobserved application can be considered both working and broken simultaneously, highlighting the need for observability.
#4about 9 minutes
A practical demo of debugging a local Flask application
A live demonstration shows how to debug a local Flask to-do app by intentionally triggering errors and observing the output directly in the console.
#5about 3 minutes
Why traditional debugging fails in distributed cloud environments
Local debugging techniques become ineffective in cloud-native architectures where errors can cascade across multiple containers, regions, and microservices.
#6about 8 minutes
Solving cloud debugging with OpenTelemetry distributed tracing
OpenTelemetry provides a vendor-neutral, open-source standard for distributed tracing, enabling agentless observability across complex cloud applications.
#7about 9 minutes
Tracing a request across ECS, SQS, and Lambda
A deployed application demonstrates how OpenTelemetry traces a single user request as it flows from a containerized Flask app on ECS through an SQS queue to a Lambda function.
#8about 11 minutes
Final takeaways on building observable applications
The key to successful application deployment is to build for scale from the start, continuously refine code, and implement comprehensive monitoring and tracing for all services.
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Why corporate AI adoption lags behind the hype
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Why HR struggles with technology implementation and adoption
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Balancing business, technology, and people for holistic success
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