sys.online // BUILD.2026.05.14 node: edsdev_01
forward-deployed ai engineering / est.2018

Software built by people who > actually ship

$ cat manifesto.txt

We build production AI agents — deployed in your stack, tied to your real data and real workflows — and we partner with vibe coders who need engineering muscle for the boring parts.

agents.deployed
05
years.online
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app_stores
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<24h
cat manifesto.txt — 256 bytes

The world doesn't need another agency.
It needs operators who ship.

We run our own AI products and we open the door to vibe coders who have a hot idea but need a professional shoulder for the boring parts:

infra · scale · billing · app review · the long tail

03_FOR_VIBE_CODERS

For vibe coders who hit a wall

We don't take over your project. We unblock it. Pair-build mode, fixed scopes, transparent rates.

01 step.01

You have the spark

You're building fast with Cursor / Claude Code / v0 and shipped a working prototype.

02 step.02

We have the muscle

Senior engineers who have shipped to App Store, Play Store, and millions of requests/day.

03 step.03

We split the load

You keep the product vision. We tackle infra, auth, payments, scaling, app review, security — the boring stuff that kills momentum.

04_CAPABILITIES

Things we do well

FDE

forward-deployed ai engineering

Embedded AI engineers shipping production agents into your stack. Real data, real workflows, your KPIs.

stack: claude · rag · your-data
MVP

mvps & prototypes

Investor demos, user feedback loops, vibe-to-production handoffs in weeks not quarters.

stack: astro · next · supabase
WEB

web apps & data viz

Production backends, agent-ready APIs, interactive dashboards that surface decisions, not noise.

stack: node · d3 · postgres
IOS

mobile apps

Flutter + Firebase + AdMob. App Store + Play Store pipelines from submission to monetization.

stack: flutter · firebase · admob
VOICES

Builders we've shipped with.

First names only by request — most of our clients run lean teams and prefer not to publicize their stack. Full case studies on request.

S
Sara
Solo founder · indie SaaS

"Brought EdsDev in after my vibe-coded MVP started losing customers to 500s. Two weeks later the infra was fixed, payments stable, observability set up. They handed me back a repo I could actually run."

M
Marcus
Marketing lead · B2B SaaS

"The Google Ads agent paid for itself in 3 weeks. We were burning $4K/month on irrelevant search terms — the agent killed 80% of waste in the first sprint. Best engineering hire we've never had to onboard."

Y
Yuki
Indie iOS dev

"Third App Store rejection in a row before I called them. They walked me through every Apple gotcha I was missing — privacy manifest, third-party SDK declarations, the whole thing. Approved on the next submission."

D
David
CTO · Series-A startup

"Hired EdsDev to build our SEO agent. It surfaces opportunity keywords we'd never have found manually — pages ranking position 11 that just need an internal-linking nudge. Organic traffic is up 38% in 60 days."

A
Andrea
Founder · content media

"The copywriter agent ships my brand voice better than I do most days. We went from 2 posts a week to 8, with images and proper schema, without hiring a writer. The economics make zero sense for an agency to compete with this."

R
Ravi
Engineering manager · fintech

"Code review agent catches the boring stuff — leaked secrets, missing await, race conditions — that we'd been catching at 3am too often. Now our seniors review architecture, not formatting. Should've done this two years ago."

06_TRANSMIT

Got a prototype?

$ Drop your idea, your URL, the wall you hit. We reply within 24h, Mon–Fri.

or beam directly to contact@edsdev.ca

channel.status OPEN
───────────────────────
protocol: https/turnstile
latency: < 24h human reply
vibe.coders: welcome
channel.status: offline

Missing PUBLIC_TURNSTILE_SITE_KEY. Or beam directly to contact@edsdev.ca

SIGNAL.OPEN

Let's build something that ships

no deck-required calls. send us your prototype url and we'll reply within <24h.