Methodology

Confidence flags

Every load-bearing claim carries one of:

• ✓ verified primary — directly cited to an SEC filing, peer-reviewed paper, Marvell press release, or other authoritative primary source. Verification date noted.
• ◐ partial / secondary — cited to an aggregator, a paywalled source extracted via summary, or a community post that cross-references but doesn't reproduce the primary. Treat as >75% likely correct but not independently re-verifiable.
• ⚠ unverified / speculative — community claim, single-source rumor, or speculation. Always partitioned into clearly-labeled sections. Treat as a hypothesis, not a fact.

Primary-source priority

When sources conflict, primacy:

1. SEC EDGAR filings (10-K, 10-Q, 8-K, DEF 14A, Form 4, S-3, 424B5, CORRESP/UPLOAD)
2. Marvell press releases and corporate-investor PDFs / decks
3. Partner / supplier / customer press releases
4. Peer-reviewed academic papers (where applicable to the technology stack)
5. Conference recordings and slide decks
6. Aggregator summaries of primary sources
7. Community posts (Reddit, InvestorsHub, Stocktwits, X cashtag)

Daily rebuild

Each day after market close, the site rebuilds. Pipeline:

1. SEC EDGAR submissions feed → check for new filings since last build.
2. Yahoo Finance → pull yesterday's daily OHLC.
3. Nasdaq short-interest API → pull current bi-weekly series.
4. Auto-generate "what changed today" diff vs. yesterday's snapshot.
5. Astro static build → Cloudflare Pages deploy.

What this site is NOT

• NOT a real-time price ticker. Intra-day price is a build-time snapshot.
• NOT a paywall. All content is free and public.
• NOT an investment recommendation. See disclosures.
• NOT a substitute for reading the primary sources.