// Konstantin · Head of AI Enablement

One developer.The scale of a team.

I build SaaS solutions for business solo on a swarm of AI-agents — and centralize AI initiatives across a ~70-person company.

Get in touch → Telegram →
● available for offline and online talks · DE / EU
// proof, not adjectives
2
SaaS products shipped
// solo, no team
0
engineers hired for the product
// usually: 5–10 engineers
~70
people under AI initiatives
// one center of excellence
4
language markets
// DE · FR · ES · EN
// who i am

I'm an AI engineer bringing AI into business. Solo, I build what a whole product team usually does: design, backend, agents, infrastructure and content. My leverage is a swarm of AI-agents I delegate execution to — keeping architecture and taste for myself. In parallel, I centralize AI across a ~70-person company: consolidating practices, tools and standards into a single center of excellence.

Konstantin — Head of AI Enablement
KONSTANTIN
// AI Enablement · Rush Agency

Cutting the busywork out of the team

Not just my own products. At Rush Agency I bring the AI initiatives of ~70 people into a single system: fewer manual operations, faster processes, shared tools and standards.

lift in pre-sale call conversion
−50%
cost per article update ($90 → $45)
~4×
faster content-brief preparation
~70
people on one AI infrastructure
pre-sale
Automated client-site audit
An agent analyzes the client's site and prepares findings before the first contact — a call in 20–30 minutes instead of several days.
→ call conversion ×9
content · compliance
Price-prediction articles
Auto-generating articles to compliance requirements removed manual rework and review.
→ cost $90 → $45
content briefs
Briefs in minutes, not hours
Content-brief preparation is automated end to end.
→ 1–2 hours → 15–25 minutes
+ automated Company-wide AI infrastructure Content & SEO satellite generation Accounting: sprints & task tracking SERM: reputation & reviews End-to-end project analytics
// what i've built

A practitioner, not a theorist

in production
seo-agents.io

AI-agents that run technical and content SEO at scale. Multilingual out of the box.

Hono Trigger.dev Mastra OpenRouter Supabase
→ a hard niche — multilingual SEO at scale — closed by a single person
seo-agents.io ↗
content platform
pathnumbers.com

A content product with a full monetization cycle. Built and maintained solo.

pathnumbers.com ↗
AI-tool ratings
bestaiq.com

Independent 0–10 ratings of AI tools, backed by primary sources and hands-on tests — sourced verdicts, not opinions.

6 weighted dimensions · re-verified weekly
bestaiq.com ↗
// how it works

The stack one person keeps in production

Hono
API / edge routing
Trigger.dev v3
task orchestration
Mastra
agent framework
OpenRouter
LLM access
Supabase
data / auth

This stack closes a genuinely hard niche — multilingual SEO at scale: markets DE / FR / ES / EN, thousands of pages, no support team.

// talk topics

What I speak about

01
How a solo developer ships SaaS on AI-agents
for whomproduct · founders · engineers
formattalk · 30–40 min
offline / online
02
MCP and multi-agent in practice
for whomengineers · AI teams
formattech talk / workshop
offline / online
03
GEO: the end of search
for whommarketing · SEO · product
formatkeynote · 20–30 min
offline / online
// domain depth

Years in multilingual SEO across DE / FR / ES / EN markets, in the high-competition niches of iGaming and fintech. The focus is now shifting to GEO and AI-search: how search works when the answer comes from a model, not a results page.

Multilingual SEO DE / FR / ES / EN iGaming fintech GEO / AI-search
// talks & media

Where I've been seen and heard

▶ What is RAG
▶ Setting up Claude Code
YouTube
AI breakdowns & guides
@AI-drevolaz
Subscribe →
Telegram
AI engineering in practice
@aidrevolazi
Subscribe →
// contact

Get in touch

Reach out about a project, a collaboration, or a talk — I reply fast.

Email me → Message on Telegram →
Get in touch →