Surface batch-encode cost ($0.0477) as a hard receipt

Remove dead TOPK_QUERY constant

Cold-start loading indicator (stream waking-GPU status)

Add social post link — all submission links complete

Add demo video link

Stat card: replace unachievable ~40ms encode with honest ~10ms sparse retrieval

Reorder examples: lead with delegatecall (strongest retrieval)

Link Field Notes report from README

Add Field Notes build report

Add Field Notes link slot

Fix badge tags: add achievement:offbrand, drop unrecognized tiny-titan tag

Swap weak example for delegatecall; dark-theme examples table

Custom dark security UI (hero, stats, themed)

Honest latency claims (live A10G numbers)

VulnScout: Gradio app + Modal backend

initial commit