PRTOTYPE.COM · Production studioAudit · Build · Maintain
PRoTOTYPE.COM
Selected workCase studies

Things we’ve shipped.

Work we have audited, specified, built and shipped. In most cases we still run it. More to come as we publish them.

aCity guide · AI intake pipeline2026 · Live

Angkor Now

A self-maintaining city guide for Siem Reap, launched 2026. An LLM pipeline reads the web, extracts structure, de-duplicates and stages everything for one human approval before publishing. Built spec-first; still under our Maintain service: monitored, evaluated and maintained.

LLM pipelineSvelteKitMapLibreLiveRead case study →
Angkor Now: homepage
bFinancial control · Claude + ChatGPT spend2026 · Live

Token-Spend Toolkit

One normalised data layer for Anthropic and OpenAI usage, seven tools over it: forecast and budgets, a self-contained Command Centre dashboard, leave-one-out anomaly detection and ranked, dollar-costed actions. Derived cost reconciles to within a millionth of a dollar; 204 passing tests pin every figure.

PythonDuckDBParquet204 testsRead case study →
Token-Spend Toolkit: Command Centre dashboard with KPI band, daily spend chart and budget panel
cArea intelligence · Self-updating pipeline2026 · Live

Index

A rental-search demonstrator for Siem Reap that shows real-estate agencies what neighbourhood intelligence looks like: every listing scored against a stated brief, amenities recorded with tri-state honesty, and a deterministic ingestion pipeline that reads agency sites, extracts structure with zero AI calls and stages everything for one human approval. Configured once; the pipeline keeps it current.

Scoring engineIngestion pipelineNext.jsLeafletLiveRead case study →
Index: Siem Reap rental catalogue homepage
Start something

Want something of yours running like this?

Book a Production Consultation