F5 - Squashing Bugs

In Part 1 we deployed a hosted agent.

In Part 1 we deployed an agent and in Part 2 we explored the sandbox — sessions, persistence, and isolation.

In Part 1 we deployed a hello-world agent and had a conversation with it.

Building agentic applications is exciting — until you realize you also need to solve containerization, web servers, identity, state persistence, scaling, and observability before your agent can say “Hello.”

Ever wondered why some AI applications feel lightning-fast while others seem sluggish?

This post is the second part in a 2 part blog series on Patterns for implementing Vision on Edge.

While developing a solution for implementing vision on the edge use case, one of the most common requirement is having the ability to ingest live video feed and process it to derive useful insights (running a ML model on the captured frame, etc.).

The most commonly used technique to send binary data from server to client is to encode it using Base64 and send it as JSON.

Have you noticed that the browser does not display time it took for a websocket message to be delivered like it shows for HTTP requests?

This post is heavily inspired by Hints and Principles for Computer System Design by Butler Lampson and is derived from my notes when reading the paper.

Any production application will likely have some guidelines regarding how and what needs to be logged in your application.

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