Case Study

    Real Fountain City builds and client work

    Autonomous AI Content Pipeline: Real Benchmarks From 30 Days of Production

    By Sebastian Chedal

    The Real Thesis: Quality, Not Cost Building an autonomous content pipeline is not hard. Getting five AI agents to produce something that looks like an article takes a weekend. Getting five AI agents to produce something you would actually publish under your own name, consistently, with minimal human intervention? That took months of iteration and…

    How We Built Hydraulic 3D Simulation Software With Zero Human Code (And What We Learned Through the Pain)

    By Sebastian Chedal

    Fountain City built a hydraulic 3D simulation system with zero human-written code. Here’s what actually happened. Earlier this year we built a hydraulic simulation system for a gaming client. The software generates physically realistic terrain with lakes, rivers, erosion channels, watershed detection, seasonal water cycles, and topographic mapping. It runs inside Unity 6.2 and produces…

    AI Agent Case Study: How an AI Coding Agent Built a Voice Intelligence Platform Without Writing a Single Line of Code

    By Sebastian Chedal

    An AI coding agent built a complete multi-system voice intelligence platform — Twilio, Microsoft Teams, Supabase, n8n — without a single line of human-written code. Every workflow, every database schema, every configuration file, every shell script. All authored and deployed by the agent through API calls and file writes. The human directed the architecture, set…

    Inside Our Autonomous AI Pipeline: 4 Agents, Zero Human Writers

    By Sebastian Chedal

    Why We Built an Autonomous Content Pipeline Fountain City is a 27-year-old technology studio. We build autonomous AI systems for clients, and we need a steady stream of research-backed content to support that work. Blog posts, service pages, landing pages, SEO optimization, social distribution. The kind of output that would normally require a content strategist,…

    AI Automation Agency: 18 Months Automating Our Own Operations

    By Sebastian Chedal

    We get asked what an AI automation agency actually does more than any other question. Usually the answer is a marketing page about “streamlining your workflows.” Ours is different: we ARE an AI automation agency, and we automated our own operations first. Named agents have been running our business operations for 18 months across research,…

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