Inspecting generation (llmcpp)

Inspecting generation distinguishes the task supplied to an agent from the code it produces. The driver exposes both:

# Inspect tasks and context without generating or compiling.
$ llmc++ -fllm-dump-context main.cpp
 
# Read accepted bodies from the existing cache.
$ llmc++ -fllm-offline -fllm-dump-code main.cpp -o main
 
# Write the complete rewritten translation unit for review.
$ llmc++ --llm -fllm-offline main.cpp

A context dump helps diagnose available declarations and settings. Body output and rewritten source reveal assumptions in the accepted implementation. Offline mode prevents an inspection build from replacing a missing body through generation.

For the exchange itself, use verbose output or transcripts. Inspection is useful when code compiles but implements the wrong algorithm; compiler acceptance alone cannot resolve that mismatch.