Eleven years before any of this
I spent eleven years in customer support, most recently as a support specialist on Lightspeed X-Series. Escalations, edge cases, and the bugs nobody writes down.
That is not a detour from the automation work, it is where the automation work came from. Eleven years of answering the same question tells you which part of a process is actually broken, and which part people have quietly been routing around for years. You cannot get that from a template.
I still do the back-office side of it: admin and virtual assistant work, done properly the first time, the kind that ships without anyone checking it twice.
GoHighLevel, properly
I am a Certified GHL Admin, member number 7009. In practice that means five things people ask me for:
Follow-up that fires on its own so leads stop going cold. Pipelines and a CRM built around how a business actually sells, rather than how a template assumes it does. A2P 10DLC registration, which is where most people get stuck and stay stuck. Funnels built in code instead of dragged around in a builder, so there is no template ceiling on what you can ship. And an agency setup with many sub-accounts that one team can actually run.
The work I like most is the boring kind: the thing that used to take somebody an hour every morning, gone, permanently, because it now happens by itself.
I moderate at HL Accelerator
HL Accelerator is an automation education company in the Philippines, founded by Cece Tan. It teaches freelancers, virtual assistants and career shifters how to build with GoHighLevel and AI automation, so they can sell systems instead of tasks. In their own words, they do not just teach software, they teach you to become the kind of professional businesses are actively looking for.
I am one of its moderators. You will find me on their team page, under Meet The Moderators.
It is the same reason I build tools. Most of the Filipinos I work alongside are good at this and were never given a straight answer about how any of it works. A community where somebody will actually sit with you until the thing runs is worth more than another course.
How I build
I have no formal coding background. I build with Claude Code, Codex and Cursor, and I would rather say that plainly than let anyone assume otherwise: the AI does the typing, I do the thinking and the deciding.
It is a harness rather than a chat window. There are rules, a loop and a roster of specialists with one job each, and every write is approval-gated, because an agent that can act without being checked is a liability rather than a saving.
What it changes is the cost of trying. A tool that would have been a six-month project is a fortnight, so the honest answer to "could we just build the thing that fixes this" stopped being no. Most of what is on this page exists because of that.
The AI I build and run
Ten systems, in daily use. Grouped by what they actually do, because "AI" on its own tells you nothing: some pick their own tools and finish a job, some search real documents before they answer, and some do exactly one thing well.
KapeAI
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Live
Answers how to do anything in the workspace, in English or Tagalog.
Claude Haiku 4.5, cached knowledge, no retrieval step
AI Agents
They pick their own tools and finish the job. Not chat windows.
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KapeSEOInternal
A keyword in, a 3,000-word article out. It grades itself before handing over.
Claude Code skill and subagent, multi-tenant
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KAPE Reel workerInternal
One Telegram message. It scripts, voices, captions, renders, and returns for approval.
Node worker, ElevenLabs, Whisper, Remotion
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BrewedOps OS rosterInternal
Ten specialists, one job each, from GHL audits to client deliverables. Every write is approval-gated.
Claude Code subagents, Opus and Sonnet
RAG Chatbots
They search real documents first, then answer from what they found.
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Ken AI BotLive
Searches a client team library and live sales figures. Refuses to guess.
Claude Sonnet 5, pgvector similarity search, 5 tools
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Kape AI knowledge searchLive
Pulls the five best passages from my 1,277-chunk knowledge base, then answers.
SQLite FTS5 keyword ranking, Claude Haiku 4.5
Chatbots
Shipped inside BrewedOps.com. Each does one job well.
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Workflow CreatorLive
Describe a GoHighLevel workflow in plain English, get the diagram back.
Claude Sonnet 4.6
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Voice Call TesterLive
Hold a real spoken call with your voice agent before a customer does.
Claude Sonnet 4.6, ElevenLabs speech
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Copy WebsiteLive
Point it at a page, get an editable rebuild streamed back.
Claude Sonnet 4.6, streaming
Hermes
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Live
My own agent on a server, reachable from Telegram. Remembers, reads my notes, runs jobs unasked.
Nous hermes-agent, deployed and extended by me, Docker on my VPS
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Save-progress watcherLive
Pings me every fifteen minutes, but only when there is real work to save.
Scheduled job, skips the model when nothing changed
Systems I ship
Three things you can go and look at rather than take my word for.
GoHighLevel blueprint
Support Ticketing System
A full support desk built inside GoHighLevel. One pipeline, five stages, four branded emails, six workflows, and zero manual replies.
How I build with AI
The Agentic Framework
The tools, the rules, and the loop I use to ship apps with AI. The AI does the typing and the busywork. I do the thinking and make the calls.
How I ship, end to end
The End-to-End Workflow
Every trigger, node, skill, and agent in my framework wired as one live graph, from a fresh prompt to a verified deploy.
Apps I also ship
Some of it is finished, some of it is honestly not. The label on each one says which.
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Kape ToolsLive
The workspace this page sits on. Job boards, a client list with hours and invoices, around 40 browser tools that never upload your file anywhere, and an AI assistant.
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PicklesBeta
A Filipino grocery tracker with budget control. Track prices across PH supermarkets and set a per-trip budget. On Google Play.
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Celery MusicBeta
Import music, pull tracks, build playlists, tune with a 10-band equaliser. No ads, no cloud, no tracking. Everything stays on the phone.
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Lettuce ReadFree
An ebook reader that handles 21 file formats with no ads, no tracking and no internet required.
Funnel work and the full client list sit on the portfolio: websites and complete funnel builds, shipped and live.
Say hello
If you have a process that is eating an hour a day, that is the conversation I like most. No form, no funnel, just pick whichever of these you already use.