OPERATING SYSTEMIN DEVELOPMENT
10X
Velocity

Agentic Marketing OS

Lightweight, deterministic alternative to SaaS for high-velocity teams

The Insight

You don't need an app. You need specialized agents, clear responsibilities, repeatable skills, and deterministic orchestration. Break tasks into focused units, give agents the right tools and constraints, make workflows explicit and inspectable.

The Problem

Building a marketing SaaS stack means maintaining full backend infrastructure, UI, security, hosting, and constant AI model updates. This works for enterprises, not for small teams, solo founders, or agencies experimenting with AI. The overhead of the system exceeds the value of the work.

The Solution

Building an agent-based marketing OS using Claude Code. Replaces SaaS apps with specialized agents, composable skills, deterministic shell scripts, and git-based memory. Modular, fast to iterate, runs locally.

System Architecture

How It Works

01

Agents: Domain-agnostic roles (researcher, strategist, copywriter, calendar builder)—know how to think, not what to think

02

Skills: Composable task definitions (Facebook post, SEO article, campaign brief)—versionable, easy to improve

03

Tools & Memory: API access, validation scripts, file-based outputs per client/project/workflow—memory explicit (files, git), not chat history

04

Orchestration: Shell scripts run workflows locally—inspect every step, swap agents/skills/tools in minutes

05

Verification & Healing: Python schemas + LLM evaluation detect failures, provide corrections, rerun automatically—self-healing workflows

06

The Factory: Sub-agents design new agents, generate skills, validate workflows—scales creation, not just execution

Measurable Impact

The Results

A commitment to data-driven growth, translating strategy into tangible performance metrics.

Minutes
Iteration Feedback Loops
10X
Velocity vs Traditional Tools
Live
Facebook Content Workflow Status
Tech Stack

Tools & Technologies

Claude Code CLIShell ScriptsPythonGit (for memory/versioning)
Why This Matters

The Bigger Picture

Enables small teams to run product marketing, content, and campaigns without heavy infrastructure. Points to a future of agent engineers over tool operators—where strategy, execution, and validation live in one system.

Interested in working together?

Let's discuss how I can help transform your marketing operations or build AI-powered systems.

Or email me directly at hello@sharonsciammas.com