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jeremylongshore/README.md

Jeremy Longshore

Independent AI Consultant | Founder, Intent Solutions Creating Industries That Don't Exist

Website Personal LinkedIn X/Twitter

Gulf Shores, Alabama (UTC -06:00) | jeremy@intentsolutions.io | Discord: asphaltcowboy


Creating Industries That Don't Exist

I sit where practical operations meets modern AI. I design, ship, and maintain production systems that eliminate manual busywork while keeping data private and compliant.

Core Philosophy: "Creating Industries That Don't Exist"

With 15+ years of corporate operational experience at the managing partner level (Bloomin' Brands), I now build AI-powered businesses that deliver immediate ROI—not demos.

From Claude Code plugins to automotive diagnostics to AI SDR automation, I focus on tools that work. Helping fast-growing companies solve their most expensive automation challenges—from out-of-control costs and security compliance to workflow optimization. All so you can focus on shipping your product.

Every build is crafted in Gulf Shores, Alabama, and tuned to go live fast.


Flagship Product: PipelinePilot

Your AI Sales Assistant - End-to-end SDR automation in four steps

Four Specialized AI Agents

  • Campaign Coordinator - Orchestrates workflow execution
  • Data Enrichment Specialist - Normalizes, deduplicates, enriches leads
  • Outreach Generation Expert - Crafts personalized emails via Gemini 2.5 Flash
  • Quality Assurance Guardian - Validates configs and data quality

Enterprise Infrastructure

  • Built on Google Vertex AI Agent Engine for production scale
  • Integrates Clay, Apollo, Clearbit, Crunchbase
  • Secure per-tenant API key storage with GCP Secret Manager
  • 7 serverless functions for orchestration
  • Auto-scaling with built-in observability

Tech Stack: Gemini 2.5 Flash, Vertex AI, Firebase, GCP, Cloud Functions

Try PipelinePilot


Service Offerings

1. Agent Workflows

Lightweight assistants that reason and execute against your SOPs, dashboards, and pipelines. Claude-powered & OpenAI-backed agents with safety rails. Deploy agents backed by your docs, vector stores, and trust systems.

2. Private AI

Keep data on your cloud while offering a ChatGPT-style experience to every teammate. Secure Model Context Protocol (MCP) server with container isolation. Enterprise stack integration with observability.

3. Automation

n8n + Netlify workflows that eliminate manual reporting, onboarding, and follow-ups. Replace manual tasks with measurable automation. Firebase + Firestore for distributed team backends.

4. Cloud Infrastructure

Google Cloud-native architectures—Vertex AI, BigQuery, Firebase. Enterprise patterns with observability, access control, and rollback strategies. IaC deployment with monitoring baked in from day one.


Tech Stack

Click to expand full tech stack

AI/ML & Reasoning

Claude Gemini OpenAI

  • Claude (Anthropic) - Primary agent framework
  • Gemini (Google Vertex AI) - Production ML workloads
  • OpenAI GPT - Multi-model strategies
  • RAG Pipelines & Vector Stores
  • Vertex AI Agent Engine - Multi-agent orchestration

Cloud & Infrastructure

Google Cloud Firebase Docker

  • Google Cloud Platform (GCP) - Primary cloud
  • Firebase & Firestore - Real-time backends
  • Cloud Run - Container orchestration
  • Cloud Functions - Serverless compute
  • BigQuery - Data warehousing & analytics
  • GCP Secret Manager - Secure credential storage
  • Docker - Container isolation & deployment

Databases

PostgreSQL BigQuery

  • PostgreSQL 16 + pgBackRest
  • Firebase Realtime Database
  • BigQuery - Large-scale data analytics
  • Vector databases for embeddings

Frameworks & Frontend

Next.js React TypeScript

  • Next.js 15 - Primary framework
  • React - UI development
  • Astro - Static site generation
  • Hugo - Documentation sites
  • TypeScript/JavaScript

Automation & DevOps

GitHub Actions n8n

  • n8n - Workflow automation
  • Netlify Functions - Serverless
  • GitHub Actions - CI/CD
  • Claude Code CLI - Agentic coding
  • Cursor IDE - AI-assisted development

Languages

Python TypeScript JavaScript Bash

  • Python - AI/ML, automation
  • TypeScript/JavaScript - Full-stack
  • Shell/Bash - DevOps, scripting

Featured Projects

AI Agent & Automation Platforms

PipelinePilot - Production Beta

End-to-end AI SDR automation with 4 specialized agents. Built on Google Vertex AI Agent Engine for enterprise scale. Integrates Clay, Apollo, Clearbit, Crunchbase. Gemini 2.5 Flash for intelligent content generation. Auto-scaling infrastructure with built-in observability.

Tech: Vertex AI, Gemini 2.5, Firebase, GCP, Cloud Functions

DiagnosticPro.io - Revenue-Generating

Live automotive diagnostics for service centers. Vertex AI orchestrates triage while Firebase keeps technicians synced in real time. $4.99 vs $150+ shop diagnostics - 97% cost savings. Real customers, real revenue, real cost savings.

Tech: TypeScript, React, Vertex AI, Firebase, BigQuery


Developer Productivity Ecosystem

claude-code-plugins-plus - 302 stars | 39 forks

227+ production-ready plugins for Claude Code community. First Agent Skills plugin system (Skills Powerkit). 167 Agent Skills compliant with Anthropic Spec v1.0. Excel Analyst Pro: Investment banking-grade financial modeling.

Visit marketplace: claudecodeplugins.io

Tech: Next.js 15, PostgreSQL, Cloud Run

AI-Powered Documentation Generator. Enterprise-ready docs in 5 minutes: PRD, Architecture, Tasks, Risk Management. Claude API integration with zero setup required.

Tech: JavaScript, Claude API, Automation

Clean AI agent implementation - production-ready autonomous agent framework. Python-based with proper architecture patterns.

Tech: Python, AI Orchestration


SaaS Products & Tools

HustleStats.io - Beta Launch

Youth sports performance tracking backed by 76-question parent research study. COPPA-compliant auth, no expensive platform subscriptions. Built for parents and coaches who want data, not subscriptions.

Tech: Next.js 15, PostgreSQL, Research-backed

CostPlusDB.dev - Transparent Pricing

PostgreSQL 16 hosting with 25% fixed markup. Published costs, pgBackRest backup, 68% savings vs traditional providers.

Tech: PostgreSQL 16, pgBackRest, GCP


Automation & Workflow Tools

Instant micro-marketplaces for quote collection. CSV-driven reseller management, ranked responses, zero custom CMS.

Tech: Shell, n8n, Automation

Automated daily news monitoring and topic analysis. Transform scattered news sources into structured intelligence briefs. AI-powered analysis for decision makers.

Tech: n8n, AI Analysis, Automation


Content & Education

StartAITools.com - AI Implementation Hub

65+ technical posts, 344 pages - built in 24 hours. Practical AI implementation guides. "Deploy in days, not months—with proof."

Tech: Hugo, Netlify


Core Competencies

What I Ship

  1. AI Agent Systems - Multi-agent orchestration with Vertex AI Agent Engine
  2. Automation Design - n8n, Netlify Functions, Vertex AI workflows replacing manual tasks
  3. Agent Deployment - Claude & OpenAI agents backed by docs, vector stores, safety rails
  4. Data Pipelines - BigQuery, Firebase, Postgres with telemetry and access control
  5. Frontend Experiences - Astro + React with coherent design systems and analytics

Market Focus

  • AI SDR Automation - PipelinePilot for sales pipeline automation
  • Universal Diagnostics - Automotive to healthcare platforms
  • Youth Development - HUSTLE research initiative for sports families
  • Right-to-Repair - Active in emerging AI standards
  • Enterprise Ready - Observability, access control, rollback strategies

GitHub Statistics

Jeremy's GitHub Stats

GitHub Streak

Top Languages


Research & Thought Leadership

  • HUSTLE Initiative: 76-question parent research study powering youth sports analytics
  • Right-to-Repair Advocacy: Active in automotive diagnostic transparency
  • AI Standards: Contributing to emerging agent framework patterns
  • Technical Writing: 65+ posts on AI implementation and automation

Recent Highlights

  • PipelinePilot Launch - AI SDR automation on Vertex AI Agent Engine
  • 227+ Claude Code Plugins - Largest community plugin marketplace
  • First Agent Skills System - Compliant with Anthropic Spec v1.0
  • 4 Revenue-Generating Products - PipelinePilot, DiagnosticPro, CostPlusDB, HustleStats
  • 344 Pages Published - StartAITools hub built in 24 hours
  • Enterprise Architecture - Production systems with observability patterns
  • Google Cloud Native - Deep expertise in Vertex AI, BigQuery, Firebase

Let's Build Together

Three ways to engage:

Try PipelinePilot

Explore Plugins

Email Strategy

Need automation, rapid prototyping, or full product? Let's talk about measurable wins, not hype.


Crafted in Gulf Shores, Alabama | Shipping production systems on Google Cloud

"Measurable automation, data, and agent workflows for operators who need real outcomes"

Pinned Loading

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    Automated daily news monitoring and topic analysis pipeline built for N8N. Transform scattered news sources into organized, topic-focused intelligence with AI-powered analysis.

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    Professional profile showcasing AI automation and GCP expertise