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Interview & Portfolio Prep

Technical Deep Dives

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Deep Dive Questions

When They Want to Go Deeper

After system design, interviewers often drill into specific areas. Here's how to handle deep dives:

Common Deep Dive Topics

"Explain how you would implement tool calling"

Strong Answer:

Token Management Questions

"How do you handle context window limits?"

python

Error Handling Questions

"What happens when an API call fails?"

python

Debugging Questions

"How do you debug a misbehaving agent?"

  1. Reproduce: Get the exact input that caused the issue
  2. Trace: Review the full conversation log and tool calls
  3. Isolate: Test each component (LLM, tools, memory) separately
  4. Compare: Check against working examples
  5. Fix & Verify: Add test case for this scenario