SavvOps

Savv · Digital Solutions Architect

Using AI as an operating system.

AI assistants, LLM tools, browser automation, and edge infrastructure — scoped, built, and shipped end-to-end. The studio makes websites. Ops builds everything behind them.

8

systems shipped

6

LLM providers integrated

7,000+

stock assets automated

100%

edge-deployed on Cloudflare

Shipped systems

Open source where it can be, private where it earns. Every system was built end-to-end by one person.

Nerdbot

Open Source

AI browser assistant

Chrome MV3 side-panel AI assistant with six providers (Gemini, OpenAI, Anthropic, OpenRouter, Ollama, LM Studio), streaming chat, page context, screenshots, local RAG knowledge base, and custom skills. BYOK — keys never leave the browser.

ReactTypeScriptViteOrama
View on GitHub

Orion

Private Build

AI-driven IDE bridge

A personal AI-powered IDE accessible from anywhere: web terminal over WebSocket, file editing via REST, LLM tool orchestration with agentic loops, dynamic MCP tool servers, multi-agent research modes, and Cloudflare Tunnel remote access.

ReactNode.jsMCPxterm.jsCloudflare Tunnel

HtmlToMp4 Pro

Shipped

Desktop product + CLI

Converts HTML/CSS/JS animations into MP4/WebM with deterministic Puppeteer frame capture, FFmpeg encoding, parallel batch processing, GPU-aware paths, and a Cloudflare Workers/KV licensing backend.

ElectronPuppeteerFFmpegWorkers/KV
htmltomp4.com

HTMLHub

Live

Template library

A library of HTML/CSS/Canvas/WebGL animation assets with search and code preview — growing into motion packs and HtmlToMp4-ready layouts.

AstroTailwindPagefind
htmlhub.org

MetaGen

Live Tool

Metadata automation

LLM-assisted titles, descriptions, and keywords with CSV export for stock uploads. Powered two Adobe Stock portfolios past 7,000 combined assets by removing the repetitive prep work.

LLM APIsBatch workflowsCSV export
See the portfolio it powers

LLM-to-HTML

MVP

Batch generator

Generates batches of render-safe HTML animation assets from LLM prompts, with local persistence and ZIP export — feeds directly into HtmlToMp4 and HTMLHub.

ReactTypeScriptGoogle GenAITauri
All projects

What Ops builds

Technical builds that stay understandable — automation, assistant systems, and infrastructure for the work behind a business. Every build follows the system map: input, route, reason, output — with a human approval gate where it matters.

LLM assistants

Custom support, intake, and internal helpers with strict answer policies, clear escalation, and practical handoff paths.

RAG knowledge bases

Search-grounded answer systems for business docs, service information, FAQs, and internal workflow knowledge.

Workflow automation

Automations for follow-up, admin tasks, notifications, content flow, lightweight CRM handoffs, and team routines.

Cloudflare systems

Workers, Pages Functions, tunnels, edge APIs, secure routing, and lightweight infrastructure for small production systems.

Browser extensions & automation

Chrome MV3 extensions, page-context AI assistants, and browser-driven pipelines that automate repetitive web work.

Assistant setup & hosting

Deployment of open-source assistant platforms (like Hermes) for teams: connected to your tools, hosted securely, tuned to answer only what you approve.

Internal tools and agent systems

Dashboards, batch tooling, agentic workflows, and custom operating layers for the work behind a business.

Running infrastructure

n8n + Telegram bots

Running

Automation workflows for reminders, querying, task routing, and interactive business tasks with human approval gates.

Cloudflare Tunnel infrastructure

Running

Local-to-web hosting with TLS at the edge and no open inbound ports for internal tools and bot systems.

Hermes (open source)

Running

An open-source assistant platform running in the Savv stack for routing messages, tasks, and workflow context. Available as a managed setup for client teams who want their own.

Bring the workflow. Ship the useful part first.

AI assistants, automation, LLM/RAG systems, browser extensions, and internal tools. For websites and redesigns, head to the studio.