Ouroboros what your code actually did, one line in and one line out 0.6.1 GitHub

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Where it is discussed

Public threads about the tool, so that questions asked in one place can be answered from what was said in another, and so that a claim made in public can be traced back to the page it came from.

wherewhat was postedwhen
r/LocalLLaMAthe tool, the eight languages, and the table of how much a trace adds to a model reading someone else's code10 September 2026

What to do with a thread

Answer from the measurements rather than from memory. Every number quoted in those threads has a page behind it:

a question of the formanswer from
how much does it help a modelMeasurements — four answerers, twelve programs, each question asked with and without the trace
what does it cost per callMeasurements — 20,002 calls, the machine and the commands are named
what can it not seeLimits
does an agent actually pick it upbench/RESULTS.md for the run where it did not, and bench/RESULTS_debug.md for the one with a control arm where it did

If a thread turns up a question the documentation cannot answer, that is a gap in the documentation — write the answer into the page, then reply with it.