Anthropic API integration topics
12 short topics in Generative AI and LLM Applications. Each one is a single focused exercise with a clear piece of evidence at the end.
12 topics, one exercise each.
Work through them in order, or jump to the one you need.
These are draft topic outlines (draft; instructor review pending). Full lessons follow after review; ask Ajay if you need a topic sooner.
- 01
Client credentials and access scope
Demonstrate client credentials and access scope in a focused Anthropic API integration example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 02
Model and endpoint selection
Demonstrate model and endpoint selection in a focused Anthropic API integration example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 03
Request and message contracts
Demonstrate request and message contracts in a focused Anthropic API integration example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 04
Structured response handling
Demonstrate structured response handling in a focused Anthropic API integration example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 05
Streaming response lifecycle
Demonstrate streaming response lifecycle in a focused Anthropic API integration example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 06
Tool-call integration
Demonstrate tool-call integration in a focused Anthropic API integration example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 07
Usage and quota handling
Demonstrate usage and quota handling in a focused Anthropic API integration example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 08
Timeouts and retries
Demonstrate timeouts and retries in a focused Anthropic API integration example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 09
Provider error mapping
Demonstrate provider error mapping in a focused Anthropic API integration example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 10
Input and output data handling
Demonstrate input and output data handling in a focused Anthropic API integration example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 11
Cost and latency measurement
Demonstrate cost and latency measurement in a focused Anthropic API integration example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 12
Provider compatibility and evaluation
Demonstrate provider compatibility and evaluation in a focused Anthropic API integration example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course →
Learn the same ideas beyond Anthropic API integration.
These courses share topics with this one, so you can compare how each language or tool handles the same concept.
More in AI APIs inference and local models.
You have the curiosity.
Let’s turn it into capability.
Start with a practical workshop or bring a specific question to Ajay.