Plan

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AI & DevOps Agency

We build what's smarter.

AI agents, LLM integrations, and cloud infrastructure — built for production and ready to scale.

10+Years in Production

15+Cloud Environments Managed

24hResponse Time

Technologies We Use

Next.js

React

Kubernetes

Terraform

Docker

ArgoCD

Helm

AWS

GitLab CI/CD

Temporal

Keycloak

APISIX

n8n

Claude AI

MCP Servers

Custom AI Skills

Cloudflare

Vercel

Falco

SonarQube

Kyverno

Vault

OpenTelemetry

Istio

Next.js

React

Kubernetes

Terraform

Docker

ArgoCD

Helm

AWS

GitLab CI/CD

Temporal

Keycloak

APISIX

n8n

Claude AI

MCP Servers

Custom AI Skills

Cloudflare

Vercel

Falco

SonarQube

Kyverno

Vault

OpenTelemetry

Istio

What We
Build.

AI agents, LLM-powered products, and DevOps infrastructure — built together for production.

AI Agents & Automation

Custom AI agents that handle complex, multi-step workflows autonomously — from data processing pipelines to customer-facing assistants integrated with your existing tools.

LLMAgentsAutomationAPIs

LLM Integration & AI Products

Embed the right language model into your product — whether it's a chat interface, a document processor, or an AI-powered feature. We design, build, and ship production-ready AI.

OpenAIAnthropicRAGFine-tuning

DevOps & AI Infrastructure

Production-grade cloud infrastructure for AI workloads. Scalable, monitored, and cost-optimised — so your models stay online and your team ships with confidence.

AWSKubernetesCI/CDTerraform

15+AI agents deployed

99.9%infrastructure uptime

10+years in production

Technologies We Work With

DevOps & Cloud

AWSEKSEC2S3ECRIAMCloudWatchLambdaCloudFrontParameter StoreTerraformKubernetesDockerHelmArgoCDGitLab CI/CDAnsiblePrometheusTemporalKeycloakAPISIXFalcoSonarQubeKyvernoVaultOpenTelemetryIstio

AI & Products

Next.jsReactn8nClaude AIAgentic WorkflowsMCP ServersCustom AI Skills

The Person Behind It

One engineer. No account managers, no handoffs.

Nikolay Koychev

Founder & Engineer

10+ years building cloud infrastructure and AI-powered products hands-on. Every project is handled end-to-end by the same engineer who scoped it — consistent ownership from first call to final delivery.

KubernetesTerraformAWSAI AgentsCI/CDClaude AI

Work We've Done

A look at the kind of problems we solve — built from real production engineering experience.

Payments SaaS

Multi-Environment Kubernetes Platform

Designed and operated a production-grade multi-tenant Kubernetes platform — 15+ environments running simultaneously with GitOps, policy enforcement via Kyverno, and Keycloak-based IAM.

Results

15+ auto-provisioned environmentsZero-downtime deploysFull GitOps pipeline

KubernetesArgoCDHelmKeycloakKyverno

Multi-Service Platform

Shared CI/CD Pipeline Library

Built a reusable GitLab CI/CD template library used across 1000+ microservices — standardising build, test, security scan, and multi-environment deploy stages from a single source of truth.

Results

20+ services standardisedAutomated security scanningEnvironment-parity deploys

GitLab CI/CDDockerTrivyArgoCDAWS ECR

Business Automation

AI Workflow Automation

Built agentic AI pipelines using Claude AI, n8n, and MCP servers — replacing manual multi-step business processes with intelligent end-to-end automation that runs without human intervention.

Results

End-to-end automationMCP server integrationsTemporal orchestration

Claude AIn8nTemporalMCPNext.js

No commitment — just a conversation.

What We Deliver

Two areas of deep expertise — infrastructure that never breaks and web products that convert.

main#1247·feat: customer portal

1m 23s

Commit0s

Build43s

Scan18s

Deploy...

Live—

dev

staging

production

KubernetesArgoCDGitOps

Production DevOps & Cloud

We build the infra that runs while you sleep — GitOps pipelines, multi-environment Kubernetes, and deployment flows that ship to prod without drama or a 3am page.

Claude Agent

claude-opus-4

active

User task

"Automate our client onboarding workflow end-to-end"

MCP → fetch_crm_data

✓ Returned 3 qualified leads

0.3s

n8n → welcome_sequence

executing workflow...

composing response...

Next.jsClaude AIn8n

Custom Web & AI Automation

Off-the-shelf stops where your edge begins. Custom websites and AI agents built around your actual workflow — not a template, not a chatbot wrapper.

Built on Real Experience

Not an agency of generalists. One engineer, deep expertise, production-proven track record.

10+ Years

Production Engineering

A decade designing and operating DevOps pipelines, cloud infrastructure, and full-stack web products in real production environments.

Enterprise Scale

Kubernetes at Depth

Multi-tenant Kubernetes platforms running 15+ environments simultaneously — dev through prod, with GitOps, policy enforcement, and zero-downtime deploys.

EU-Based

Sofia, Bulgaria

CET timezone. Fully remote since day one. Fluent in English — comfortable working async or in real-time with teams across Europe and the US.

AI-Native

Agentic from the Start

Building with Claude AI, MCP servers, and n8n before it was mainstream. Workflows that actually automate work — not just demo well.

How We Work

Three ways to work together, depending on where you are and what you need.

AI Starter

Fixed Price

Validate your AI use case and ship your first integration in weeks. Scoped, priced, and delivered.

Use-case discovery & scoping
Production-ready AI integration
Automated deployment pipeline
Handover with full documentation

Recommended

AI Build

Project

End-to-end AI product or feature — from architecture to deployment. We own the outcome.

Full AI solution architecture
Agents, LLM or custom model integration
Cloud infrastructure & CI/CD setup
Performance monitoring & handover

AI Partner

Monthly

Your ongoing AI & DevOps engineering team. Models running, infrastructure healthy, features shipping.

Dedicated AI engineering capacity
Cloud infrastructure management
Model monitoring & performance tuning
Priority support & rapid response

Common questions

AI Starter integrations typically deliver in 2–4 weeks. AI Build projects — full agents or LLM-powered features — run 4–10 weeks depending on scope. AI Partner is an ongoing monthly engagement. Every timeline starts with a scoped proposal so you know exactly what you're committing to.

A scoped, fixed-price integration — use-case discovery, a production-ready AI feature or agent, automated deployment pipeline, and full handover with documentation. No surprise invoices. No open-ended briefs.

Primarily the Anthropic/Claude ecosystem and OpenAI. For orchestration: Temporal and n8n. For retrieval and RAG: vector databases (Qdrant, Pinecone). For infrastructure: Kubernetes, AWS, and standard CI/CD tooling. We pick the right tool for the use case — not the trendiest one.

Yes — and that's often the most valuable engagement. We start with a discovery session to identify your highest-ROI use case, validate feasibility, and scope an AI Starter build. You don't need prior AI experience to begin.

Beyond the model: prompt engineering, context management, rate limiting, cost monitoring, fallback logic, and observability. We build AI systems that stay reliable — not demos that break under real load.

Yes. We audit what you have — latency, cost, accuracy, reliability — and identify the highest-impact improvements. Most teams see measurable gains in output quality or infrastructure cost within the first month.

Infrastructure for AI workloads: model serving, container orchestration (Kubernetes / EKS), CI/CD pipelines, and monitoring. We handle the cloud stack around your AI — so models have reliable, cost-efficient infrastructure to run on.

Fill out the contact form below. We reply within 24 hours to schedule a call, understand your project, and follow up with a clear proposal.

How It Works

Contact

Fill out the form and describe what you need. We read every message.

Connect

We reply within 24h. A short call to align on scope, timeline, and fit.

Proposal

You get a detailed written offer: scope, deliverables, timeline, price.

Build

Proposal accepted? We start. Regular updates throughout delivery.

Let's build
something great.

Tell us about your project. We'll get back to you within 24 hours with ideas and next steps.

Your info is private. One response within 24 hours, then you decide what's next.

We build what's smarter.

What We Build.

AI Agents & Automation

LLM Integration & AI Products

DevOps & AI Infrastructure

Technologies We Work With

The Person Behind It

Nikolay Koychev

Work We've Done

Multi-Environment Kubernetes Platform

Shared CI/CD Pipeline Library

AI Workflow Automation

What We Deliver

Production DevOps & Cloud

Custom Web & AI Automation

Built on Real Experience

Production Engineering

Kubernetes at Depth

Sofia, Bulgaria

Agentic from the Start

How We Work

AI Starter

AI Build

AI Partner

Common questions

How It Works

Contact

Connect

Proposal

Build

Let's build something great.

Technologies We Work With

The Person Behind It

Nikolay Koychev

Work We've Done

Multi-Environment Kubernetes Platform

Shared CI/CD Pipeline Library

AI Workflow Automation

What We Deliver

Production DevOps & Cloud

Custom Web & AI Automation

Built on Real Experience

Production Engineering

Kubernetes at Depth

Sofia, Bulgaria

Agentic from the Start

How We Work

AI Starter

AI Build

AI Partner

Common questions

How It Works

Contact

Connect

Proposal

Build

Let's build something great.

What We
Build.

Let's build
something great.

Let's build
something great.