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Context
Create the apps/web frontend and reproduce the Idego Pulse look-and-feel from peopleforce-proxy, using the newer stack
from nextjs-simple-boards (Next.js 16 + Tailwind v4). This issue delivers ...
enhancement
frontend
Context
The backend (FastAPI CV location-consistency analyzer) currently lives at the repository root (src/cv_validator/,
tests/, weights.yaml, pyproject.toml, Dockerfile, docker-compose.yml). We are ...
enhancement
infra
Symptom
tests/test_validator_perf.py::TestResultsUnchanged::test_patched_results_byte_identical_to_unpatched intermittently
times out under CI s sharded --timeout=30 (seen on PR #269, shard 5/16: +++ ...
Article title
Listening to the Firehose: Can Voice-First, Two-Way Audio Become a Legitimate Assistive Medium?
Slug (optional)
audio-first-voice-consumption
Thesis
Information overload and screen fatigue ...
article-proposal
needs-review
privacy-check-failed
Phase: Perfect — polishing the core experience
Improve the first-episode import flow so creators understand that adding host and guest links helps the product produce
better names, transcript spellings, ...
bl:active-step
bl:step-done
The repo includes plausibility-reject artifacts (noaa_weather_qa_*_plausibility_rejects.csv) and source-lineage
normalization, so source-quality handling appears to exist.
For auditability, document in ...
The 0.2 percentile is a deep-tail statistic (~100th-coldest of ~54k hours) and is sensitive to coverage and to a single
bad reading. No minimum valid-hour count, minimum fixed-period coverage ratio, post-2000 ...
NERC defines ECWT over December/January/February hourly temperatures, which is a local-calendar concept; the coldest
hours occur pre-dawn local time. The loader filters DJF months and floors hours in UTC ...
Across 15,947 plants there are only 64 distinct ECWT values, most mapping to exact whole degrees Celsius:
- 19.400 F = -7.000 C
- 15.800 F = -9.000 C
- 3.200 F = -16.000 C
This reflects whole-degree-C ...
Problem
run_sweep validates the embedder s output length (sweep.py:293, embedder returned N vectors for M texts) but not that
the vector components are finite. A single NaN/Inf component (e.g. a provider ...
priority:high

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