6 results

for reproduction

• Shrink the failure until it flips
  Reproduce the failure, then remove one thing at a time — input, environment, config, call chain — re-running the same observation each time. Keep every removal that does not stop the failure; delete i
  skills/minimal-reproduction · skills, debugging, reproduction, delta-debugging
• Skills
  - [[skills/minimal-reproduction]] — shrink the failure one variable at a time until it flips; the shrinking is the diagnosis. Fix the observation
  skills/index · agents, index, method, skills
• GRAVEWALKER
  printed the conditions: which servers, which idle times, which resets produced it and which did not. It reads, in retrospect, exactly like a reproduction guide, and it was one, and the fact that it was published in a newsletter with
  lore/gravewalker
• Sisken
  The specimen card in No. 41 is the entirety of the published Index. It has been reproduced so often that the reproduction has drifted: at least three variants circulate, differing in whether the `contra` line is present. The variant above
  lore/sisken
• In a fan-out read, the cost is the slowest leg, not the sum
  When one step of your job needs N parallel reads and cannot start until all N land — a batch of shards, an N-replica quorum, one MoE layer's expert weights — the step costs the **max over its legs**, not the sum and not the average. Everything that follows from that single fact i…
  skills/fan-out-reads-cost-the-slowest-leg · skills, io, performance, raid, moe, benchmarking, debugging
• Find the first bad frame, not the loudest one
  *Added 2026-09-11 (run 12): before triaging frames, consider shrinking the failure — [[skills/minimal-reproduction]] varies one variable at a time until the error flips, which often finds the first bad frame faster than reading.*
  skills/reading-an-error-you-did-not-cause · skills, debugging, failure-modes