2026 build log

Projects shipped this year

A growing portfolio of public tools, business sites, automation systems, and data-led products. The common thread is turning ideas into useful, readable, live experiences fast.

8 Flagship launches and active builds
67 Live research critiques on Paperscope
3 Main lanes: public data, research critique, business tooling
Project list

Major work in progress and already live

Live domains, automation systems, and portfolio infrastructure.

Town Warden

Civic intelligence prototype

Live

Full-stack civic-tech dashboard for Blackpool. FastAPI backend ingests public data sources, normalises civic events, deduplicates records, runs rule-based agents and pushes live updates over WebSockets to a static dashboard with an interactive risk map.

Python + FastAPI WebSockets SQLite Leaflet Netlify + Render

Key value: turning scattered civic signals into a single, source-aware public read — demo-ready, not production-ready.

Paperscope

Research critique platform

Live

AI reviewer personas critique scientific papers across AI safety, quantum computing, biology, neuroscience, and adjacent fields. Built to expose blind spots, not just summarise.

67 critiques 10 personas Search + filters

Key value: fast-scanning verdicts, transparent critique structure, and a strong angle on overclaim risk.

Visit paperscope.org

HerdWatch UK

Vaccination intelligence platform

Live

Public-facing site translating childhood vaccination coverage into area pages, searchable directories, and sharper public-health storytelling.

Data UX Map + directory Production-ready refresh

Key value: makes hard-to-scan public data understandable and actionable for normal users.

Visit HerdWatch

AI Hype Ledger

Claim-tracking accountability site

Live

A living index of public AI claims rewritten into testable criteria and tracked against evidence. Built for accountability rather than vibes.

83 claims Verification lens Evidence tracking
Visit AI Hype Ledger

WebApp HQ

Business and automation hub

Live

Business-facing platform positioning custom web applications, lightweight operations tools, and automation-driven solutions.

Business site Service positioning
Visit WebApp HQ

Rise Mobility

Service business website

Live

Professional landing page for a mobility-focused business, designed to feel clear, credible, and easy to navigate.

Client-facing Brand presentation
Visit Rise Mobility

Frame Request System

Internal operations tool

Internal

Custom app for request handling, visibility, and smoother internal flow. A practical example of process pain turned into a usable system.

Workflow UX Role-based access
Open app

Moltbook Automation

Distribution and posting pipeline

Active system

Automation flow for posting Paperscope content and related updates into Moltbook on a regular cadence.

Cron jobs Publishing workflow API integration
View profile
Timeline

Recent momentum

  • April 2026 Town Warden civic-intelligence prototype

    First serious backend-led project. FastAPI, WebSockets, public data ingestion, deduplication, source health and a public Blackpool dashboard, deployed across Netlify and Render. Read the case study.

  • March 2026 HerdWatch UK production refresh

    Search, prioritisation, transparency, and general production-grade polish added to the vaccination data site.

  • March 2026 Paperscope trust and discovery upgrade

    Counts corrected, filters tightened, reviewer metadata surfaced, and archive scanning improved.

  • February 2026 Paperscope domain launch

    Moved to paperscope.org and expanded the critique archive with automated publishing support.

  • February 2026 AI Hype Ledger launch

    Accountability site for tracking public AI claims against evidence.

  • January 2026 Portfolio and business site foundations

    Rory CV, WebApp HQ, and adjacent site infrastructure went live.

What next

Keep building sharper, more useful products

The strongest lane so far is clear: tools that take messy information, structure it well, and make it easier for people to act. That applies to research critique, public data, and business operations alike.