Author: SAVYX

Quick Answer: A git log reporting zero deletions only confirms no files were formally removed in that window — it cannot confirm nothing changed, nothing moved, and nothing failed silently. IBM Research data shows a 24.4-point gap between average task success and consistent task success for AI agents. Zero is a count, not a guarantee.…

Quick Answer: A lead magnet funnel can receive 61 confirmed clicks and deliver the resource to zero people — not because the offer is wrong, but because delivery infrastructure silently fails between click and inbox. The gap between "opted in" and "received" is the most expensive leak in digital income, and it operates invisibly until…

Quick Answer: An RSS or JSON feed can return a stale count — 13 rows instead of 14 — when a CDN cache serves a stored response that predates the newest post. The newest item exists on the origin server and at its public URL, but cached feed responses freeze the count at the last…

Quick Answer: A dry-run backup check on ai_news_latest.json measured 28,779 bytes shrinking to 2,089 bytes — a 93% truncation — before any live write occurred. The file had zero surviving records in place. Without the dry-run flag, that silent data loss would have committed as a successful backup. COMMITTED status verifies a write happened, not…

Quick Answer: A DMARC record set to p=none tells receiving mail servers to monitor spoofed mail but never quarantine or reject it. SAVYX's own dns.google query on 2026-09-04 confirmed savyx.kr carried exactly this policy — meaning any spoofed email from the domain reached inboxes unimpeded. The fix is upgrading to p=quarantine or p=reject. A DMARC…

Quick Answer: A DMARC policy of p=quarantine means nothing if pct= is set below 100. At pct=5, only 5% of spoofed mail is intercepted — the other 95% reaches inboxes unchecked. Measured DNS records for savyx.kr confirmed exactly this gap, alongside a separate risk: a 1024-bit DKIM key that falls below Google's current 2048-bit default.…

Quick Answer: When an outreach tracker returns exit code 0 but all three audit timestamps — query_url, deadline_at, and verified_at — come back null, the verdict field cannot confirm a dispatch happened. Zero is not proof of execution; it is proof the process exited cleanly. Those are different facts, and confusing them means your outreach…

Quick Answer: DKIM pass, SPF pass, and DMARC pass are necessary conditions for email deliverability — not sufficient ones. A live header capture from savyx.kr confirmed all three checks passed while the email still faced inbox risk. The real threats hide inside: a 1024-bit DKIM key Google no longer recommends, and a DMARC policy set…

Quick Answer: A DNS panel showing three valid TXT records — SPF, DKIM, and DMARC — does not mean email is protected. If the DMARC record carries p=none, it monitors only and blocks nothing. Our live DNS pull on savyx.kr confirmed exactly this: SPF passed, DKIM existed but at a weak 1024-bit key, and DMARC…

Quick Answer: A task tracker reuses the same ID when the review-date field is empty — not when the ID counter fails. Measured on 2026-08-30: registering task D-20260830-03 with no review date caused the scheduler to return D-20260830-03 again immediately. Setting that field fixed the sequence and issued D-20260830-04. Three independent cross-checks and 44 passing…