Error Handling

Error Handling

Use Specific Exceptions

When using try-except blocks, limit the except to the smallest set of errors possible.

Don't:

try:
    open(path, "r").read()
except:
    print("Failed to open file")

Do:

try:
    open(path, "r").read()
except FileNotFoundError:
    print("Failed to open file")

Fail Loud, Not Silent

When adding a config option or branch, ask: what does the worst plausible misconfiguration do? If it silently produces wrong results rather than an error, add a setup-time assert/raise so it fails loudly at startup instead of corrupting a run.

Examples of silent-wrong worth guarding:

• An advantage estimator that needs a real prev_logprobs while a loss flag zeroes it (advantage degrades to garbage with no error).
• An agent routed to a teacher alias that has no worker group (cryptic KeyError mid-run instead of a setup-time check).
• A backend/quantization setting silently ignored for a sub-component.

Prefer failing at setup() time over a deep-in-the-loop crash; prefer a crash over silent garbage. If you truly can't validate, surface a logged warning rather than nothing.