# Patrick Gibbs
AI & Automation Developer. Nashville, TN. Remote-first.

[patrickgibbs.dev](https://patrickgibbs.dev) · [epiphanydynamics.ai](https://epiphanydynamics.ai) · [GitHub](https://github.com/mcpeezy) · [GitHub (org)](https://github.com/epiphany-dynamics) · [LinkedIn](https://www.linkedin.com/in/patrick-gibbs-839b7b237) · [X](https://x.com/EpiphanyDynamic)
Email: patrick@epiphanydynamics.ai · Booking: https://book.epiphanydynamics.ai

## Summary
I'm an AI and automation developer based in Nashville. I build AI agents and automations that help people get work done. I also build websites and apps, and improve systems that aren't working as they should. My work includes phone assistants, payments, subscription products, information search, and automation. I work directly with clients from the initial discussion through testing and handover.

## Highlights
- Automating repetitive work: I connect the software a business already uses so information moves between systems with less manual work, and make errors visible when an automatic process fails.
- Connecting AI to useful information: I connect AI assistants to business information and tools, with clear limits on what they may read or change and a record of what they did.
- Repairing existing software: I investigate what is there and work through the fixes, including security, payments, broken features, and the documentation needed to keep it running.
- Building websites and applications: I define the first useful release with you, then work through the interface, accounts, payments, data, and other pieces it needs.

## Experience
### Founder, Epiphany Dynamics (Dec 2025 to Present)
Nashville, TN (remote-first). My AI and automation business.
- Build connected operations for clients including Mano Swartz Furs, SGNews, Emergency Dentist LLC, and Hometown Stream.
- Develop subscription applications, AI assistants, payment flows, and integrations around the client’s existing workflow.
- Repair inherited applications with access-control audits, data-integrity checks, regression coverage, and release validation.
- Provide source code, operating documentation, and client-owned service accounts as part of delivery.
- Build and maintain the studio’s education tools, AI diagnostics, and publishing workflows.

## Selected engagements
### Mano Swartz Furs (Heritage retail) · AI operations
I built software for Mano Swartz Furs to manage its nationwide fur-buying program, connecting customer photos, appraisal drafts, follow-up messages, phone enquiries, and returns.
Stack: Next.js 15, Bun, Neon Postgres, Drizzle, Vercel, Twilio SMS/MMS/Voice/SIP, Retell, Vapi, Claude vision, OpenAI embeddings, Google Sheets & Drive APIs
- Built seven connected systems spanning SMS intake, photo-based appraisal drafts, voice reception, offer follow-up, returns, alerts, and documentation.
- Covered the operating system with 1,627 passing automated tests across 63 files, recorded in September 2026; delivered 20,054 customer photos back into the client’s own Drive and manages 689 intake records across 491 callers.
- The primary phone agent reached version 74 through published prompt revisions.
Case study: https://patrickgibbs.dev/work/case/mano-swartz/

### Jason Fransos · Delmar Mortgage (Mortgage lending) · Follow-up + knowledge
I built tools for a mortgage professional to search lending guidelines and coordinate text and email follow-up with borrowers.
Stack: Docling, pgvector, Pydantic AI, LangGraph, FlashRAG, SMS automation, Email sequences
- Built a mortgage guideline search tool and automated follow-up at the relevant stages of a borrower’s loan application for Jason Fransos at Delmar Mortgage.
- Guideline answers went from 20 or more minutes to under one minute (at least 20x, from those timings). The client reports a doubled contact ratio over 12 months of daily use.
Case study: https://patrickgibbs.dev/work/case/delmar-mortgage/

### Vettique (Supplier due diligence) · Evidence-backed AI
I improved Vettique's supplier-assessment system, adding evidence sources and separating missing information from signs of risk.
Stack: Next.js 16, React 19, Supabase, Gemini 2.5, ScraperAPI, Google Maps & Search, ImportYeti, WHOIS, Google Safe Browsing
- Integrated seven external sources into Vettique and rebuilt scoring to distinguish missing evidence from supplier risk.
- Rescored a verified manufacturer from 85 AVOID to 25 PROCEED and removed 396,339 misattributed shipments before launch.
Case study: https://patrickgibbs.dev/work/case/vettique/

### Music Exclusive (Music streaming) · Platform rescue
I audited and stabilized an inherited music subscription platform, fixing security and payment issues before launch.
Stack: React 18, Vite, TypeScript, Supabase, Deno Edge Functions, pg_cron, Stripe Connect, Cloudflare R2, Railway, HLS
- Rescued an inherited streaming platform: closed 15 security findings across two audits and restored scheduled jobs.
- Verified 27 artist and fan flow steps during a four-day launch-readiness sprint and added CI checks for maintainability.
Case study: https://patrickgibbs.dev/work/case/music-exclusive/

### SGNews (Digital news) · Editorial automation
I worked on SGNews's automated publishing system, improving how it collects source stories, prepares articles, and detects failures.
Stack: Python, Claude, WordPress REST API, MySQL, PHP, cPanel/WHM, cron
- Built and hardened an RSS-to-AI-to-WordPress pipeline with pagination, grouping, duplicate checks, filtering, and source attribution.
- The public WordPress API recorded 47,277 published articles from 7 May to 12 September 2026, including 2,445 in the final measured week.
Case study: https://patrickgibbs.dev/work/case/sg-news/

## Selected products and platform work
- Epiphany Learn (AI learning platform; Next.js, TypeScript, MDX): Free lessons and quizzes that help business owners understand AI. Contribution: I build and maintain this product. https://epiphany.help
- AI for Business Calculator (Automation calculator; Astro, React, TypeScript): Estimate the time and cost involved in automating a workflow by changing the assumptions yourself. Contribution: I build and maintain this product. https://ai4bizcalculator.online
- HypeBench (AI popularity ranking; Astro, TypeScript): A ranking of AI models by online attention across social and developer communities. Contribution: I build and maintain this product. https://hypebench.buzz
- Music Exclusive (Client work · Platform stabilization; React, Supabase, Stripe): An inherited music subscription platform I helped secure and prepare for launch. Contribution: Platform stabilization through Epiphany Dynamics. https://musicexclusive.co

## Engineering practice
- Publishing and review workflows: Research, drafting, and review workflows for my websites, with a preview step before anything is published.
- AI connections: Ways for AI assistants to read business information and take limited actions, with a record of what they did.
- Development and testing: Isolated development environments, automated tests, release checks, and operating documentation.

## Open source
- prime-desktop: A Mac app for working with the Prime Agent AI assistant. https://github.com/epiphany-dynamics/prime-desktop
- claude-skills-portfolio: Reusable instructions and workflows for Claude Code. https://github.com/epiphany-dynamics/claude-skills-portfolio
- clawd-discord-relay: Connects coding assistants with Discord and keeps context between conversations. https://github.com/epiphany-dynamics/clawd-discord-relay
- supabase-ledger-hardening-kit: Code for keeping account records consistent when updates happen at the same time, with checks on who can access them. https://github.com/epiphany-dynamics/supabase-ledger-hardening-kit
- call-speaker-diarization-kit: Code for identifying speakers on a shared phone line and reporting confidence in a match. https://github.com/epiphany-dynamics/call-speaker-diarization-kit
- resilient-data-source-kit: Code for handling unreliable data sources and checking how closely records match. https://github.com/epiphany-dynamics/resilient-data-source-kit
- nocode-email-fallback-kit: An alternative email-notification path for forms when their normal notifications fail. https://github.com/epiphany-dynamics/nocode-email-fallback-kit
- epiphany-learn: Free lessons and quizzes that help business owners understand AI. https://github.com/epiphany-dynamics/epiphany-learn
- aiforbizcalculator: A calculator for exploring estimates of the time and cost involved in automation. https://github.com/epiphany-dynamics/aiforbizcalculator
- ai-quiz-app: A questionnaire that helps business owners think through their readiness to use AI. https://github.com/epiphany-dynamics/ai-quiz-app
- fieldservicestack: Software guides and comparisons for businesses that work in the field. https://github.com/epiphany-dynamics/fieldservicestack
- harford-dui-web: An education provider's website with owner editing and online payments. https://github.com/epiphany-dynamics/harford-dui-web
- granite-organizer: A desktop tool that sorts PDFs and videos into folders using a spreadsheet. https://github.com/epiphany-dynamics/granite-organizer
- Submitted code and documentation improvements to NousResearch/hermes-agent, including desktop voice replay and integration documentation.

## Press
- 2026-06-11 VKTR: The AI Black Box Problem Is Getting Worse https://www.vktr.com/ai-ethics-law-risk/the-ai-black-box-problem-is-getting-worse/
- 2026-06-01 DestinationCRM: AI Copilots Could Fix What SFA Got Wrong https://www.destinationcrm.com/Articles/ReadArticle.aspx?ArticleID=175026
- 2026-07-02 TechRound: Are US Businesses Too Reliant On Third-Party AI Infrastructure? https://techround.co.uk/business/are-us-businesses-too-reliant-on-third-party-ai-infrastructure/
- 2026-08-12 TechRound: The Real Reason Enterprise AI Pilots Fail https://techround.co.uk/artificial-intelligence/quite-contrary-the-real-reason-enterprise-ai-pilots-fail-according-to-chase-w-hughes/
- 2026-05-07 The Food Institute: Survey Shows Many Consumers Distrust Agentic AI But Use It Anyway https://foodinstitute.com/focus/survey-shows-many-consumers-distrust-agentic-ai-but-use-it-anyway/
- 2026-07-15 Tech Startup Network: Meet the Founder: Patrick Gibbs https://techstartupnetwork.co/meet-the-founder-patrick-gibbs/
- 2026-05-05 Nashville Voyager: Interview feature

## Skills
- Languages: TypeScript, JavaScript, Python, Rust, PHP, SQL
- Web: Next.js, React, Astro, Vite, Tailwind, Laravel, Tauri 2, Electron
- Data: Postgres, Supabase, Neon, Drizzle, MySQL, SQLite, pgvector, Qdrant, Redis
- AI: Claude API, OpenAI API, Gemini, MCP servers, RAG, Whisper, Ollama (local models), Claude Code, Codex, Hermes
- Voice & messaging: Retell, Vapi, Bland, Twilio SMS/MMS/Voice/SIP, TaskRouter, ElevenLabs
- Payments & ops: Stripe & Stripe Connect, PayPal Payouts, Printful, PandaDoc, HubSpot, Airtable, n8n, Make
- Infra: Vercel, Cloudflare Workers, Docker, Linux VPS, nginx, Tailscale, GCP Cloud Run, Hetzner, launchd, Playwright

## Courses and certifications
- Agentic Systems Design Certification, Agentic Systems (Valid 2026-06-30 to 2028-07-30)
- Airtable Builder Certification, Airtable (Valid 2026-06-30 to 2028-07-30)
- AI and Career Empowerment, University of Maryland, Robert H. Smith School of Business (2026-01-16)
- Agentic Orchestration Knowledge, Camunda (2026-01-18)
- Make Academy: Foundation, Make.com (2026-01-16)
- Make Academy: Basics, Make.com (2026-01-16)
- Make Academy: Intermediate, Make.com (2026-01-16)
- Make Academy: Advanced, Make.com (2026-01-16)
- Claude 101, Anthropic Academy (April 2026)
- Claude Code 101, Anthropic Academy (April 2026)
- Introduction to Claude Cowork, Anthropic Academy (April 2026)
- Claude Code in Action, Anthropic Academy (April 2026)
- AI Fluency: Framework and Foundations, Anthropic Academy (April 2026)
- Building with the Claude API, Anthropic Academy (April 2026)
- Introduction to Model Context Protocol, Anthropic Academy (April 2026)
- Model Context Protocol: Advanced Topics, Anthropic Academy (April 2026)
- Claude with Amazon Bedrock, Anthropic Academy (April 2026)
- Claude with Google Cloud's Vertex AI, Anthropic Academy (April 2026)
- Teaching AI Fluency, Anthropic Academy (April 2026)
- AI Fluency for Educators, Anthropic Academy (April 2026)
- AI Fluency for Students, Anthropic Academy (April 2026)
- AI Fluency for Nonprofits, Anthropic Academy (April 2026)
- Introduction to Agent Skills, Anthropic Academy (April 2026)
- Introduction to Subagents, Anthropic Academy (April 2026)
- AI Capabilities and Limitations, Anthropic Academy (April 2026)

Updated 2026-09-18. More work and contact details: https://patrickgibbs.dev