Claude Code, OpenClaw, Hermes, agent harnesses
By Sebastian Chedal
Businesses comparing Hermes Agent and OpenClaw treat it as a winner-loser question. They are not competing for the same job. They are different layers of the same stack, and in our experience the right architecture for most agentic systems runs both, nested together, with Hermes driving and OpenClaw containing. Architectural disagreement Hermes Agent and OpenClaw…
By Sebastian Chedal
If you run a website in 2026, you have probably watched three different articles about MCP, A2A, and UCP scroll past in the last two weeks and wondered whether any of it changes what you should be doing this quarter. The short answer is yes, but probably less than the headlines suggest, and not in…
By Sebastian Chedal
How We Run Claude Code and Codex Together in Production: Claude Code Drives, Codex Executes Most teams treat Codex and Claude Code as a choice to make. The pattern that compounds, as of April 2026, is to run them together: not in parallel, but hierarchically. Claude Code (Opus 4.7) is the driver. It plans, holds…
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…
By Sebastian Chedal
Why AI Agent Security Is Different From Traditional Application Security Traditional application security assumes software does what it’s told. You secure the inputs, validate the outputs, lock down the endpoints. The application runs the same logic every time. AI agents break that assumption. They make autonomous decisions about which tools to call, what files to…
By Sebastian Chedal
Why Enterprise Teams Are Looking Beyond OpenClaw OpenClaw dominates the AI agent framework space. With 186,000+ GitHub stars and the broadest skill and messaging ecosystem in the category, it is the default starting point for most teams building autonomous agents. The problem is that popularity and security are not the same thing. As enterprise adoption…
By Sebastian Chedal
What “Autonomous” Actually Means in Content Marketing (And Why Most Platforms Aren’t) The word “autonomous” has become meaningless in marketing technology. Every vendor with a text generator and an API connection claims autonomy. A working definition helps before comparing platforms. Content marketing has a full pipeline. Research a topic. Write the content. Optimize for search…
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…
By Sebastian Chedal
What NemoClaw Actually Is (And What It Isn’t) NemoClaw is NVIDIA’s open-source enterprise security wrapper for OpenClaw. It installs in a single command on top of an existing OpenClaw setup and adds three things: a sandboxed execution environment, a policy engine, and a privacy router. It’s licensed under Apache 2.0, runs on any hardware, and…
By Sebastian Chedal
Software development used to require years of specialized training. Today, you can describe an internal tool in plain English and have working code in an afternoon. This shift has a name: vibe coding. We have done this ourselves at Fountain City. We have built internal dashboards, automated workflows, and prototyped client tools using AI-generated code….
By Sebastian Chedal
A practical guide to getting started with Agentic Coding — what it is, how it differs from AI-assisted coding, the minimum agent network you need, and how documentation makes or breaks the whole approach.
By Sebastian Chedal
Over the holidays our team hit a new breakthrough with AI-assisted coding where we were able to substantially accelerate our code quality and quantity once we put these practices into place. Last month we grinded through so many AI-assisted coding challenges that we ended up at a new more sophisticated approach that has resulted in…
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