shipped
Terminal as Navigation
The terminal became a persistent navigation surface and the site's main differentiator.
ReactJavaScriptsessionStorage
Read experiment ↗ ~/lab
Lab.
Benchmarks, prototypes, and case-study fragments that explain how the systems on this site were tested, improved, and made more reliable.
experiment
Prompt Sandwich
XML sandwich produced the most reliable structured output and became the extraction pattern behind RPtext.
PythonClaude APIprompt engineering
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Shazam vs Audio Fingerprinting
The results drove BeatMap's recognition UX, including confidence feedback and prompts to move closer to the source.
SwiftShazamKitAVFoundation
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Local LLM Comparison
llama3.2:3b became the best tradeoff for RPtext because it balanced speed, narrative quality, and parse reliability.
Ollamallama3.2mistral
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