// marketing operations, built not bought

Agencies rent their tooling. We built ours.

We run marketing as an engineering problem. Listing films, paid social creative, campaign intelligence and content operations, all produced by 19 systems we designed and shipped. Every tile below plays its system actually working, input to output. Nothing here is a mockup.

views on work shipped: 60,000,000+
projects delivered: 55
job success rate: 100%
Upwork, top 1% of talent: TOP RATED PLUS

The client work those numbers came from lives in the portfolio archive.

What it produces

Video, ads, campaigns and the intelligence behind them. Every one of these ships work a client pays for.

Real estate video engineLIVE

Listing videos on autopilot

MyReeltor

WHAT: Turns a property listing link into a video ready to post.
HOW: It pulls the photos and drops the bad ones. Then it moves a camera through the house, room by room.
WHY: An agent gets a ready-to-post film in minutes instead of hiring a crew.

myreeltor.viralengineers.ai · Next.js · Railway · Gemini shot-plan

Programmatic ad factorySHIPPED

Paid ad factory

static-ad-engine

WHAT: Builds a full set of paid social ads from one file of facts.
HOW: The words live in one file and the layout in another. Every rebuild is checked against the last one, pixel by pixel.
WHY: New ads ship in every size Meta asks for. No designer opens a canvas.

4 ratios per run · 0.000% pixel drift gate

Competitor creative intakeINTERNAL

Competitor ad library

CopyCat

WHAT: A searchable library of competitor ads, sorted by what made them work.
HOW: Drop any ad in a folder. It works out the hook, the story and the trick behind it, then files it under that trick.
WHY: Research answers what to make next, not just what already exists.

18 mechanisms · 6-tag taxonomy · auto-filed to private RAG

Text thread to songLIVE

Group chats into songs

Bopify

WHAT: Turns a group chat into a real song and a video to post.
HOW: It reads the screenshots, writes and records the track, then replays the messages on screen in time with the beat.
WHY: A live product people pay for: first song free, five dollars after.

bopify.viralengineers.ai · Suno · headless render

Autonomous marketing teamLIVE

An AI marketing team

VE-CMO

WHAT: A marketing team that starts work from nothing but your website address.
HOW: It reads the whole site, builds a fact file it can quote from, then runs ten specialists that write against those facts.
WHY: Nothing goes out unless the brand already said it somewhere.

cmo.viralengineers.ai · 10 agents · isolated Postgres schema

One front door for contentINTERNAL

Content control room

Studio

WHAT: One place to start any piece of content the whole system makes.
HOW: A few questions pick the brand, format and look. It checks 287 proven examples, and rules block a bad run.
WHY: Anyone can start work without knowing which of nine tools to open.

FastAPI on :8808 · 287 references · gated runs

Trend intelligence engineLIVE

Trend spotter

Radar

WHAT: Finds a rising trend while it is still climbing, not after it peaks.
HOW: It watches social platforms. It scores how fast a thing is growing, not how big it is, then writes the brief.
WHY: Campaigns catch a wave on the way up.

radar.viralengineers.ai · dual $0 proxy lanes · triage desk

Launch film engineSHIPPED

Launch video engine

Hyperframes

WHAT: Makes launch videos without an editor.
HOW: The video is written as code. A computer shoots it frame by frame, using 211 ready-made moves.
WHY: A launch film costs a render instead of an editor and a week.

211 presets · headless capture · zero render cost

Outbound pipelineINTERNAL

Outbound that leads with work

VE-CRM

WHAT: Finds prospects and sends each one a finished sample before any pitch.
HOW: It pulls target agents from listings. It makes each one a sample video, then sends the message itself.
WHY: The first thing a prospect sees is the work, not a cold email.

11 tables · MCP-driven · sample-first outreach

Video gen without the UILIVE

AI video generator

whisk_forger

WHAT: Makes video, characters and voices from one command.
HOW: It talks straight to the tool Google built for this. It runs on a server overnight, on its own.
WHY: Video gets made on a schedule instead of a person clicking through an app.

Flow internal API · Xvfb + residential · runs unattended

The machine underneath

The reason the work above costs almost nothing to make. Owned lanes, not monthly subscriptions.

Reverse engineeringSHIPPED

Rebuilt the tools we paid for

10 teardowns

WHAT: Ten paid products taken apart and rebuilt as tools we own outright.
HOW: We record what each app sends while signed in. Then we rebuild that same exchange in our own code.
WHY: Ten subscriptions became things we own, with no seat fees and no limits.

10 products decoded · agencies rent their tooling, this stack owns it

Any tool becomes an APISHIPPED

Makes any tool programmable

bh2api

WHAT: Lets us control any tool from code, even one with no official way in.
HOW: It records how an app talks to its own servers. Then it writes the manual and the code to talk back.
WHY: One command turns an afternoon of clicking into a job that runs itself.

OpenAPI 3.1 · zero-dep SDK · one command

Gets past login wallsLIVE

Gets data from sites that block you

browser-harness

WHAT: Collects data from sites that hide it behind a login or block robots.
HOW: It drives a real browser that is already signed in. It clicks by looking at the screen, the way a person does.
WHY: A locked site stops being the reason a project cannot happen.

3 profiles · 3 CDP ports · coordinate-level clicking

Creator lists we can useSHIPPED

Creator finder

lightreel

WHAT: Builds a scored list of creators worth contacting for a brand.
HOW: It signs in as the account and pulls profiles fast. When the site slows it down, it picks up where it stopped.
WHY: Outreach starts from a ranked list instead of a dashboard nobody can export.

IndexedDB token lift · resume-capable · scored output

Extension, taken apartTEARDOWN

Screen recorder, taken apart

screenlet

WHAT: A full teardown of a screen recording tool that sells for money.
HOW: We unpacked it. We mapped how it fakes the phone frames, how it zooms, and how it calls Google's voice model.
WHY: We know exactly how it works, so we can build the same thing.

Shadow DOM overlay · zoom timeline · live socket mapped

Any brand's system, fastSHIPPED

Copies any brand's style

getdesign

WHAT: Pulls a brand's exact colours, type and spacing off their live website.
HOW: It clicks open the menus that hide half the palette. Then it turns every colour format into one clean list.
WHY: Matching a client brand takes minutes. The same colours restyle a whole animation library.

interaction-gated capture · verified hex tokens · Lottie reskin

Grounded in our researchLIVE

Private research library

nlm-proxy

WHAT: A private research library every tool can ask questions of.
HOW: Our notebooks become something software can ask. Answers come back in seconds, with no browser open.
WHY: Every draft leans on our own sources, not on what the model remembers.

notebook.viralengineers.ai · 29 notebooks · browserless-first

Always-on agent fleetLIVE

Always-on content team

Hermes

WHAT: A team of programs on a server that drafts and sends work around the clock.
HOW: Five stages run on a server. They take in brand material, write it up, and send it over WhatsApp, Telegram and iMessage.
WHY: It reads its own results and writes down the lesson, so the next run is better.

systemd on Contabo · 5 phases · closed learning loop

Unlimited creative outputLIVE

Unlimited image generator

magnific-direct

WHAT: Generates brand images on demand with no seat fee and no cost per image.
HOW: A signed-in session stays alive on a server. Images render straight to disk, with no browser open.
WHY: Campaign art stops being a per-image bill, so we test ten looks instead of picking one.

TLS impersonation · systemd on VPS · $0 marginal per image

▸ 19 systems · 9 live in production · owned, not rented