Your architecture diagram is probably lying to you
Every architecture diagram I've inherited has been wrong in the same three ways:
it's out of date, it's someone's mental model rather than the code, or an LLM
drew it and invented half the arrows.
The fix isn't a better artist. It's to stop drawing and start parsing.
Guessing vs. proving
[Explain: an LLM produces the architecture it expects; a parser produces the
one that exists. Show a real ambiguous case and how guessing invents an edge.]
Every arrow should click through to a line of code
[Show the file:line provenance; the interactive HTML inspector.]
If it's deterministic, it can live in CI
[Show: self-healing README, PR review comment with blast radius, cycle gate.
Paste real command output from the repo fixtures.]
The AI angle: point your agent at the graph, not the repo
[Show the context command and the ~96%-smaller measured number; explain fewer
tokens + no hallucinated structure.]
Try it on your own code in 30 seconds
pip install py-code-visualizer && py-code-visualizer visualize .
[Link the playground and the per-stack guides.]
Try: https://haider1998.github.io/pyvisualizer/
Honest limits
[Python-only, static, dynamic dispatch caveats — link the comparison page.]


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