From explanation to a working approach

Build it. Check it. Understand it.

Choose a task and follow the steps. Each guide explains the concepts, shows an example, and gives you a way to check your work.

13 min read

How to create a voice agent, step by step

Understand STT, LLMs, prompting, RAG, TTS, and voice settings—then connect them into a conversation.

5 min read

Learn how documents become searchable passages, how an LLM uses the results, and why a citation still needs checking.

4 min read

Classify a synthetic ticket dataset, preserve evidence, and calculate verified totals with a small Python script.

4 min read

Create test cases, define what a correct answer looks like, and check whether a prompt revision actually improves the result.

4 min read

Define acceptance criteria, save actual outputs, measure review effort, and compare tools on one repeatable task.

4 min read

Explain your problem, implementation, decisions, and test results without turning a learning project into a sales pitch.