SavvOps

Projects

AI automation & LLM tools, shipped.

Every system below was built end-to-end by one Digital Solutions Architect — scoped, coded, deployed, and iterated. Open source where it can be, private where it earns.

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

Batch Image Generator

Internal Tool

Creative pipeline

Controlled prompt workflow for generating large image sets and content variations with consistent style and review checkpoints.

Prompt pipelinesBatch processing

Iris (DALL-E Automator)

Internal Tool

Browser automation extension

Chrome extension bridged to Python over native messaging that drives ChatGPT and Gemini image generation in the tab: reads prompt lists, watches page state, downloads results, and batches the whole run.

Chrome ExtensionPythonNative Messaging

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.