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Problem
Uniformly sampling production logs misses rare-but-important cases. We want to sample eval cases to maximize coverage
while prioritizing risk, frequency, and failure history, and to see coverage ...
enhancement
Walk-ins have no phone on file, so the sendReceiptSms / sendReceiptEmail triggers (which fire off receipt.clientPhone /
clientEmail) had nothing to send to. Add an optional Text my receipt phone field ...
feature
mobile
pos
sms
Problem
Hand-written grader weights are guesses, and a weighted-average score is hard to interpret. With human labels or
production outcomes we can fit weights, report a calibrated pass probability, and ...
enhancement
CHORE: Stealing Parent s Styles
Look for cases where child components importing a parent s CSS module, particularly where the parent isn t using the
rule the child needs. Find a single child doing this ...
Parent bounty: #743
apps/api/src/middleware/rateLimit.js exports a module-level apiLimiter instance, and createApp() mounts that same
limiter object every time a new Express app is created. Because the ...
This was added on main branch after we began the merge
Problem
LLM-as-judge is biased: it favors the first option (position bias), judges disagree with each other, and may drift from
human judgment. We need the standard mitigations.
Acceptance criteria
...
enhancement
Add a small maintenance feature set that makes the API easier to inspect from a fresh checkout.
Scope:
- Add a sample data seed script for pipeline runs and quality checks.
- Add latest run lookup ...
Problem
Exact equality on tool-call arguments is too brittle: $1,000.00 vs 1000, 01/05/2021 vs 2021-01-05 , a-100 vs A100 , and
unordered lists all fail though they mean the same thing.
Acceptance criteria ...
enhancement
Action: write_tests Target: Write tests for the most recently changed code to break the loop
Created by kaizen delivery.
kaizen:running

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