AI Automation · GoHighLevel · Remote, Philippines

I build AI systems that run on their own, and I test them before they do.

Autonomous content agents, n8n workflows, GoHighLevel sub-accounts and local AI video and voice pipelines. I build them with Claude Code and OpenAI Codex every day, then test, document and keep them running.

  • Claude Code
  • OpenAI Codex
  • n8n
  • GoHighLevel
  • ComfyUI
  • Python
Ryan Tolentino

Work

Six builds I designed, shipped and run.

These are my own projects and client work. Each one is in use or was run in production, and the numbers come from my own logs.

01 · Autonomous agent

Facebook page agents that post six times a day

Scheduled Python agents that plan, write, generate images for and publish posts to Facebook pages without anyone at the keyboard.

  • Six slots a day, on the page audience's local clock
  • AI images generated per post and labelled as AI on the image
  • PAUSE kill switch and a plan → approve gate
  • Keeps a sleeping PC awake mid-run so the overnight job finishes
Python · Facebook Graph API · GPT Image via Codex · Windows Task Scheduler
02 · Control panel

One dashboard for every page and agent

A Flask app that manages all the pages from one screen, so I never touch an agent's files to change what it posts.

  • Pause and resume each agent
  • Review the day's plan and approve it
  • Desktop shortcut, runs locally
Python · Flask · HTML/JS
03 · GoHighLevel

GHL builds: speed-to-lead and a full lead system

A first touch in under a minute, plus four connected workflows: intake, a 14-day nurture that stops on reply, booking reminders and loan-officer handoff. Each path is fired with a test contact against a written checklist.

  • Consent, DND and quiet-hours guards
  • 8-stage pipeline with a naming rule for tags and fields
  • 10-scenario test matrix
GoHighLevel workflows · pipelines · forms · calendars
Read the GHL builds →
04 · Deliverability · real client

Found the DMARC gap GHL marked as "verified"

GHL showed every record green, but DMARC existed only on the sending subdomain, so the root domain had no policy. I added a root record with relaxed DKIM alignment and wrote a PowerShell checker that queries DNS directly. That check is now part of my onboarding for every new sub-account.

SPF · DKIM · DMARC · PowerShell · DNS
05 · Workflows

n8n automations that hold up

Self-hosted n8n workflows connecting Google Sheets, HTTP APIs and local LLMs. It starts automatically when the PC boots, so scheduled runs survive restarts.

  • Sheets in, AI step, Sheets or webhook out
  • Notes on the traps I hit (silent append-schema bugs, versioned activation) so they don't come back
n8n · webhooks · Google Sheets · Ollama
06 · Local AI pipelines

Video and voice pipelines on one RTX 3090

ComfyUI pipelines for image-to-video, talking-head lipsync, motion transfer and upscaling, packaged as one-click desktop apps. I benchmark every config before I use it.

  • MiniMax H3 render: 145 s → 82 s after the config tuning
  • InfiniteTalk: 45 → 22 s/it from switching the attention backend
  • Tagalog voice-clone TTS: three engines compared by word error rate
ComfyUI · LTX · MiniMax · Wan · Flux · Python · ffmpeg

How I work with AI coding agents

The agent writes the code. I own the result.

Claude Code and Codex make me fast. The value is in what happens around them.

01

Spec

What "done" means is written down first: inputs, outputs and a pass/fail check.

02

Build

Claude Code or Codex does the bulk of the code. I steer the design and review the diff.

03

Test

It runs on real data with a test contact or test post. Logs and output have to agree.

04

Document

Each fix and gotcha goes into notes, so the same bug never costs me twice.

Example: my ComfyUI server kept crashing with no traceback. Instead of guessing, I read the Windows event log, found the system-managed pagefile growing in the middle of a model load, and fixed its size. There have been no crashes since, and the root cause is written up.

Tools

What I use every day.

AI & agents

  • Claude Code
  • OpenAI Codex
  • ChatGPT · Claude
  • MCP servers
  • Ollama · Open WebUI

Automation & CRM

  • GoHighLevel
  • n8n
  • Webhooks · REST APIs
  • Google Sheets
  • Facebook Graph API

Build & media

  • Python · Flask
  • Cloudflare (Workers, DNS)
  • ComfyUI
  • ffmpeg
  • PowerShell

Contact

Hiring for AI automation or GoHighLevel?

I'm available for remote roles during US hours. I also run Amazon PPC: $3.6M in ad spend managed and $18.8M in ad sales at 5.16x ROAS.