The production systems behind the work
Running our own infrastructure is the only honest way to advise on other people's. These systems run unattended, and several power client deliverables.
- Infrastructure
- Cloudflare Workers, KV and D1
- Models
- Selected per step on cost and accuracy
- Status
- Running
Context
Alongside client work, the agency builds and operates its own systems. They are where methods are tested before they reach a client, and several of them now produce or check client deliverables.
What runs today
- A sequential 12-agent content pipeline in which each agent does one job: input analysis, research from live search results, draft, article, restructuring into question-led sections, metadata, structured data, humanising, a semantic distance check against existing content, audit and publish, with JSON handoffs between steps
- A citation generation pipeline built for a client, with three modes and a fallback, a server-side quality scanner for hallucination and puffery, a self-correcting retry loop and 38 passing tests
- Live data platforms running unattended: a real-time conflict tracker with five-parameter deduplication on a two-hour schedule, a geopolitical risk index with published methodology, a disease surveillance dashboard and a commodity price tracker
- Six deployments of one AI operations platform for trade businesses, from HVAC to roofing, including a voice receptionist that handles real phone calls
- Website AI Score, an AEO audit and content platform co-founded by Hristo Stanchev, used for diagnosis and content generation
- A two-site test of llms.txt in which the version regenerated daily drew roughly 300% more citations than the static one
Services used
More work
Own platform, AEO
Website AI Score: an AEO platform that has to pass its own check
The free check that feeds Tileterra Solutions is also its longest-running experiment. In ten months its monthly Google clicks grew almost tenfold, and its technical guides started appearing in Google's AI features.
Ecommerce group, three domains
A three-domain garden retail group, up 120% year on year after seven months
Three ecommerce domains competing with each other, a duplication defect across 466 products and broken ecommerce tracking. Seven months later, Search Console showed 120% year-on-year growth across the group.
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