AI & Agents

Jakub Ćwirlej

Last updated 2026-10-24 · benchmark measured 2026-10-24 — deterministic & reproducible

Research and tools on AI audit trails, uncertainty, and a small code model.

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To cite this score: legit.show/s/jakubcwirlej-com/2026-10-24. That address never changes; this page moves with every re-measure.

Legit.Show scored Jakub Ćwirlej 88/100 on 2026-10-24, measured across all 7 frames from its public surface. legit.show/s/jakubcwirlej-com/2026-10-24

Is Jakub Ćwirlej production-ready?

Legit.Show scores Jakub Ćwirlej 88 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Jakub Ćwirlej (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Accessibility; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 99/100
• Accessibility — 100/100
• Security — 100/100
  How this compares across the catalogue: The Web Security Baseline
• Privacy — 25/100
  How this compares across the catalogue: The Privacy Gap
• Reliability — 100/100
• Standards — 92/100
• Discoverability — 100/100

What we measured

• Security headers present: CSP, HSTS, X-Frame-Options, X-Content-Type-Options, Referrer-Policy.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 1124 ms to first byte.
• Returns a proper 404 for unknown routes.
• 3 of 3 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.
• Discoverable: structured data, sitemap, OpenGraph image, canonical URL.

Who it's for

AI developers · LLM users · Code writers · Compliance officers · EU AI Act implementers

Pricing

HDK: $0.0001 per anchor; anchoring costs $0.0000001 per interaction at default 1,000-event interval. EUGEN 160M: Free to try via terminal.

Sources and updates

Description

Taken from jakubcwirlej.com's own website on 2026-10-24.

Operator

Jakub Ćwirlej, as named in jakubcwirlej.com's terms, privacy page or footer.

Benchmark

Measured by Legit.Show from the live site, the way any visitor sees it — with no access to its code or accounts. Same method for every product, and no AI decides the score. Last checked 2026-10-24.

Put together from public information, without Jakub Ćwirlej's involvement. If anything here is wrong, tell us and a person will check it.

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