Education & Reference

ishamf.dev

Last updated 2026-09-08 · benchmark measured 2026-09-08 — deterministic & reproducible

Interactive visualizer showing how LLM attention weights influence token generation.

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To cite this score: legit.show/s/ishamf-dev/2026-09-08. That address never changes; this page moves with every re-measure.

Legit.Show scored ishamf.dev 73/100 on 2026-09-08, measured across all 7 frames from its public surface. legit.show/s/ishamf-dev/2026-09-08

Is ishamf.dev production-ready?

Legit.Show scores ishamf.dev 73 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on ishamf.dev (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Performance; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 98/100
• Accessibility — 95/100
• Security — 25/100
  How this compares across the catalogue: The Web Security Baseline
• Privacy — 25/100
  How this compares across the catalogue: The Privacy Gap
• Reliability — 90/100
• Standards — 92/100
• Discoverability — 87/100

What we measured

• No Content-Security-Policy and no HSTS.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 89 ms to first byte.
• Returns a proper 404 for unknown routes.
• 2 of 3 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.
• Discoverable: structured data, sitemap, canonical URL.

Who it's for

ML researchers · LLM enthusiasts · Students learning transformers · Developers exploring AI internals

Sources and updates

Description

Taken from ishamf.dev's own website on 2026-09-08.

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 2026-09-08.

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

Visit ishamf.dev → · Alternatives to ishamf.dev → · How this was measured →