the moat
Every entry below is a real failure, published with its cause and its fix. Most products delete these. We keep them, because the track record of honest dealing is the only moat that compounds.
The pattern that runs through all four: each one returned a correct-looking result that was wrong, and none announced itself. They are caught by refusing to publish a number that cannot justify itself.
| Miss | What happened | Class | Status |
|---|---|---|---|
| BLS row cap | A 10-year request silently omitted all of 2026 (rows counted forward from the start year). | truncation | fixed |
| SEC EDGAR dead tag | Apple stopped filing us-gaap:Revenues in 2018; asking for it returned nine valid rows ending 2018 as if current. | staleness | fixed |
| RRX step-function z-score | The fed funds rate is held flat for months, so a 250-day standard deviation collapsed and the first move produced a z of +10.617 — which dominated the whole composite. Arithmetically correct, substantively meaningless. | plausibility | fixed |
| NASA sentinels | −999 missing-month markers posed as temperatures. | sentinels | fixed |
| Miss | What happened | Status |
|---|---|---|
| AT&T false zero | A missing capex tag was read as 0.0, printing a measured-looking zero instead of "we couldn't find it". | fixed |
| Intel denominator collapse | Buybacks went to zero and dividends were cut, so a ratio printed 25.32 — arithmetically right, useless. | fixed |
| Over-declaration | Coverage printed 111.7% then 133.3% as "complete" — a coverage above 100% is always a declaration error, never a counting artefact. | fixed |
| Month 13 | NASA's annual average (202613) was read as a real month, so every year ended with a fake 13th month that sorted after December. | fixed |
| Miss | What happened | Status |
|---|---|---|
| Newsletter email leak | Any paying customer could export the full subscriber list, including plain email addresses. There was no real admin gate. | fixed |
| The 62-second health check | One flaky upstream (FRED) made /v1/health take 62 seconds and took two engines down with it. Now bounded to a few seconds with last-known + stale states. | fixed |