Hiii, I'm Gabe. I've worked for the past 15 years somewhere between why it matters and how it works in all things marketing, but esp. writing, ghostwriting, growth & socials.
I recently graduated as an applied AI software engineer via UniPDS, and I've been working on all things AI, esp. MCP servers, agent plumbing, designing new harnesses, AI workflows, plugins, augments & creative AI products & apps.
My MBA coursework covered AI systems architecture, MCP, autonomous agents, fine-tuning (LoRA, PEFT) and AI security & governance.
| Path | What I do |
|---|---|
| Marketing · Marketer & Writer | I shape brand narrative & write it everywhere: ghostwriting, content marketing, socials, launches, product education and SEO/AEO. |
| Engineering · Applied AI engineering | I help teams work better with AI, from finding the problem to building the fix and bringing people along. |
How I work: Intro video · Creative video · Building with AI
Public repos you can read, run and fork. Scout and Job-hunt are augments, explained further down.
| Project | What it does | Language | Access |
|---|---|---|---|
| Scout | Gives your agent onchain analytics: wallet lookup, PnL and DCA proposals. | Python | Open source, MIT |
| Job-hunt | Builds an n8n job-search workflow with your coding agent. | JavaScript | Open source, MIT |
| Hedwig | An OpSec check (MCP server) that payment agents consult before an onchain transaction goes out. | JavaScript, TypeScript | Open source, MIT |
An AI harness gives a model the tools, memory and controls to work through a task.
Agent = Model + Harness
The model chooses the next step. The harness runs the permitted tools, keeps context and feeds the results back. Evals check how the system behaves.
- Maria: An AI app that helps older adults check suspicious messages for scams.
- Hedwig: An OpSec check (MCP server) that payment agents consult before an onchain transaction goes out.
- Tixmancer: An AI agent that hunts secondhand finds within your budget. In development, with a waitlist.
These repos are private. Ask me for a demo or an invite.
| Harness | What it does | Access |
|---|---|---|
| HyperBots | Coordinates specialist agents for software and marketing work. | Private, invite-only |
| OpSec | Takes security research from code review to QA, PR & PoC. | Private, invite-only |
| Gabe Factory | Turns one topic into sourced X, LinkedIn and blog drafts. | Private, invite-only |
| Video-show | Handles all things related to video production. | Private, invite-only |
| Product Machine | Creates, sells and upsells low-ticket products end to end. | Private, invite-only |
An augment packages a workflow for your AI assistant as a plugin or skill folder. I build them for content teams and developers.
| Augment | What it does | Access |
|---|---|---|
| Cinematic site | Builds animated portfolio sites with strong UI, SEO and AEO. | Private, invite-only |
| Project | What it does |
|---|---|
| Prospector | Researches and qualifies outbound leads for human review. |
| Launch Factory | Drafts launch assets from release files, with source citations and human approval. |
| TAM mapper | Maps every account that could buy from you, deduped. |
5 more workflows
| Project | What it does |
|---|---|
| Outbound personalizer | Adapts outbound copy to each account segment. |
| Objections to content | Turns sales-call objections into a content calendar. |
| Campaign launcher | Checks lead lists and email sequences before launch. |
| Content repurposer | Finds relevant material in your published work. |
| Campaign analyzer | Compares campaign results by audience and copy variant. |
I started with poems and short stories as a teen. Globo found me through my chess blog, and in 2021 I advised the cast of “Um Lugar ao Sol” on chess. Most recently I wrote for 10+ Web3 brands and ghostwrote for crypto creators & a finance executive. Now I write about all things AI, marketing, and what I learn from building on my blog.
How I could provide ROI right away |
Is it OK to let AI be your copy editor? |
Lessons on building a banger portfolio website with AI |
On Immunefi, Quantus paid me for 2 findings: 1 High, the chief finding, and 1 Medium. I wrote up a byte-offset bug in Anchor's LazyAccount as a pull request in my fork, with a proof of concept and a fix. I also built a native SOL vault extension to the Solana Vault Standard.
At a barbecue, a childhood friend told me his painting studio needed more students. I built a landing page for his studio with local SEO and structured data for search and AI discovery. A few weeks later, demand had grown enough that he had to open a waitlist.
Clawmanship · SafeSkill · Grimoire · Solana Ship Gate · Solana Narrative Tracker · Prediction Pari Market · Privacy for Solana · Patronus · SolGuard · Agenthub · E-commerce Data Analysis with pandas · WalletBrief for Monad