// projects

Real builds.
Built live.

Every project here was built with the client at the keyboard, not handed over as a black box. Browse what we made, the challenge it solved, and the stack we used. Your build could be next.

Bynder DAM · custom MCP server

Why I build my own Bynder connector

When a platform ships its own MCP connector, why build a different one. A case study in a custom Bynder connector: one isolated Cloudflare Worker per client, wired to their own login and owned by them, and the reasons that shape matters.

Custom MCP serverOne Worker per clientOwned by the client
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Legal & compliance · disclaimer auditor

Legal disclaimers, audited with zero guesswork

A legal department needed every marketing page checked for the right disclaimers, with no room for error. We built a 100% deterministic auditor: Amazon Rekognition for objects, regex for text, and similarity scoring with fixed thresholds. No LLM in the decision.

Amazon RekognitionEmbeddings100% deterministic
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Artist marketing · Spotify reporting

Spotify reporting, on autopilot

We automated a whole roster's Spotify data collection into their database, guided with MCP tools, hardened into skills, then compiled into deterministic scripts the team runs themselves.

Claude skillsDeterministic scriptsOne sprint
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Vantum · RevOps churn radar

Sentinel, a churn & revenue radar

We turned Vantum's RevOps methodology into a radar, it ingests CRM, billing and sales data, computes up to 127 metrics, and flags churn and revenue risk before the renewal.

Clauden8n127 metrics
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My first build · advisor brain

An advisor brain, built from YouTube

I turned 30+ hours of Chris Do and Rory Sutherland interviews into a digital brain I can question, brainstorm with, and audit my own work against.

Neo4jMCP30 videos
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Research · model comparison

Claude Opus 4.8 vs Fable 5

I analysed 134 YouTube videos with two Anthropic models and built a graph from each, to see which one produces the more valuable brain.

Claude Opus 4.8Fable 5134 videos
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UK politics · knowledge graph

A political knowledge graph, in a week

We turned a UK political party's sprawling policy and positions into a sourced, answerable knowledge graph, built in five days, owned by them.

Brain Graph5-day buildClaude
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