Eval evidence

The pipeline, validated — every weekday

I sell “an eval harness with golden examples, latency and cost monitoring.” Here is one running in the open. The macro-data pipeline doesn’t just pull numbers — a validation pass checks every series against its source for freshness, value tolerance, and release-window timing, then commits the result. Same discipline I bring to a client AI feature: explicit thresholds, fail loud, keep the receipt.

PASSoverall status
29series validated
100%pass rate
0open failures + warnings

Last run October 9, 2026 at 06:49 PM UTC · evaluated month 2026-10 · latest data 2026-10. Generated and committed by a GitHub Action in this repository.

Per-series checks

IndicatorSourceLatestLagMax Δ vs sourceToleranceRelease windowStatus
Unemployment RateFRED:UNRATE2026-090 mo0.00000.15PASSPASS
Avg Weeks UnemployeedFRED:UEMPMEAN2026-090 mo0.00001.984PASSPASS
Job OpeningsFRED:JTSJOL2026-100 mo0.0000637.11PASSPASS
Unemployed 27 weeksFRED:UEMP27OV2026-090 mo0.0000300PASSPASS
Unemployeed CountFRED:UNEMPLOY2026-090 mo0.0000426.54PASSPASS
Fed RateFRED:FEDFUNDS2026-090 mo0.00000.2PASSPASS
15 year mortgageFRED:MORTGAGE15US2026-100 mo0.00000.15PASSPASS
30 year mortgageFRED:MORTGAGE30US2026-100 mo0.00000.15PASSPASS
S&P 500FRED:SP5002026-100 mo0.0000621.2288PASSPASS
Labor Participation RateFRED:CIVPART2026-090 mo0.00000.2PASSPASS
Housing Price IndexFRED:CSUSHPINSA2026-090 mo0.00005.0596PASSPASS
CPIFRED:CPIAUCSL2026-080 mo0.00002.3389PASSPASS
GDPFRED:GDP2026-080 mo0.0000488.4454PASSPASS
Stock Market (b)FRED:NCBCEL2026-080 mo0.00007474.5762PASSPASS
National Debt (b)FRED:GFDEBTN2026-080 mo0.0000986.56PASSPASS
10Y TreasuryFRED:DGS102026-100 mo0.00000.15PASSPASS
2Y TreasuryFRED:DGS22026-100 mo0.00000.15PASSPASS
Consumer SentimentFRED:UMCSENT2026-080 mo0.00005.17PASSPASS
Retail SalesFRED:RSAFS2026-080 mo0.000015000PASSPASS
Personal Savings RateFRED:PSAVERT2026-080 mo0.00002PASSPASS
PCE Price IndexFRED:PCEPI2026-080 mo0.00001PASSPASS
Avg Hourly EarningsFRED:CES05000000032026-090 mo0.00000.3PASSPASS
Initial ClaimsFRED:ICSA2026-100 mo0.000030000PASSPASS
Housing StartsFRED:HOUST2026-080 mo0.0000191.25PASSPASS
Building PermitsFRED:PERMIT2026-080 mo0.0000126.27PASSPASS
Existing Home SalesFRED:EXHOSLUSM495S2026-080 mo0.0000200000PASSPASS
Industrial ProductionFRED:INDPRO2026-080 mo0.00001.546PASSPASS
CPI Food at HomeFRED:CUSR0000SAF112026-080 mo0.00002.2493PASSPASS
CPI Food Away From HomeFRED:CUSR0000SEFV2026-080 mo0.00002.7851PASSPASS

How to read this: each weekday the harness re-pulls every series from FRED and compares it to what’s committed. Max Δ vs source is the largest discrepancy found; it must stay under tolerance. Lag is months behind the source. Release windowconfirms the data arrived when the official calendar said it would. A single failure flips the overall status and surfaces here.