Tag: LLM

Implement semantic caching to avoid redundant LLM calls and reduce API costs.

Use structured prompt templates to get reliable, formatted responses from LLMs.

The moment I watched an AI system autonomously debug its […]

Use FrozenDictionary and FrozenSet for immutable, highly-optimized read-only collections.

Replace Task with ValueTask in frequently-called async methods that often complete synchronously.

Rent and return arrays from a shared pool to avoid repeated allocations in buffer-heavy code.