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AI & DevOps Agency

We build what's smarter.

From AI agents and LLM integrations to Kubernetes infrastructure — one senior engineer, end-to-end ownership, shipped in weeks.

Start a Project→See Our Work

< 2 weeksWorking AI in Production

100%Code Ownership Transferred

ZeroManual Deploys

01 — Services

What We
Build.

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

AI Agents & Automation

Agents that run complex multi-step workflows autonomously — connected to your tools, shipped to production.

LLMAgentsAutomationAPIs

LLM Integration & AI Products

The right model in your product. Chat interfaces, document processors, AI features — shipped production-ready.

OpenAIAnthropicRAGFine-tuning

DevOps & AI Infrastructure

Cloud infrastructure for AI workloads — scalable, monitored, and cost-optimised so your models stay online.

AWSKubernetesCI/CDTerraform

99.9%Uptime, enforced by GitOps

100%Infrastructure as Code

10+ YearsEnterprise-grade systems

Tell us about your use case→

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 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 in Production

Three real engagements. Measurable outcomes. Everything shipped and running in production.

k8s

koycheff/payments-platform

15 namespaces

dev

staging

12p

production

47p

apps/frontend

Syncedv2.4.1

apps/api-gateway

Syncedv1.9.3

infra/monitoring

Syncing...

Payments SaaS

Kubernetes Platform

15+ production environments — one platform, zero manual ops.

Deploy time: 2 days → 20 min15+ envs, zero manual provisioning100% GitOps, zero prod incidents

KubernetesArgoCDHelmKeycloakKyverno

shared template.gitlab-ci.yml

extends: koycheff/pipeline/v3

Build ✓

Test ✓

Scan ✓

Deploy ✓

services using this template

user-api

payments

notifs

auth-svc

billing

+ 15 more

Multi-Service Platform

CI/CD Pipeline Library

One template library powering 20+ services end-to-end.

20+ services, one shared pipelineSecurity scan on every commitZero config drift across all envs

GitLab CI/CDDockerTrivyArgoCDAWS ECR

Claude Agent

claude-opus-4.8 · client onboarding

active

MCP → fetch_crm_data

✓ 3 qualified leads returned

0.2s

n8n → send_welcome_sequence

✓ emails queued

1.1s

MCP → create_workspace

executing...

...

Business Automation

AI Workflow Automation

End-to-end automation — Claude AI, n8n, and MCP servers.

Manual 3h process → fully automated4 MCP servers, 1 unified agent8+ hours saved every week

Claude AIn8nTemporalMCPNext.js

No commitment — just a conversation.

Built on Real Experience

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

10+ Years

Production Engineering

A decade hands-on: DevOps pipelines, cloud infrastructure, and full-stack products in real production.

Enterprise Scale

Kubernetes at Depth

15+ environments running simultaneously — GitOps, policy enforcement, zero-downtime deploys.

4–8 Weeks

Ships on Schedule

First working version in 1–2 weeks. Full delivery in 4–8 weeks — scoped, fixed-price, no bloat.

AI-Native

Agentic from the Start

Claude AI, MCP servers, and n8n before it was mainstream — workflows that automate real work.

From Idea to Production

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.

02 — Pricing

How We Work.

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

Pilot

2–4 Weeks

Validate your AI or DevOps use case and ship a first working integration in 2–4 weeks. Scoped, priced, and delivered — no open-ended commitments.

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

Recommended

Project

4–10 Weeks

End-to-end AI product or infrastructure build — from architecture to deployment. We agree the scope upfront and own the outcome.

Full solution architecture
Agents, LLM or Kubernetes platform build
Cloud infrastructure & CI/CD setup
Performance monitoring & handover

Retainer

Monthly

Ongoing AI & DevOps engineering — fixed monthly, per-sprint, or hourly. Structured around how your team actually works.

Dedicated AI & DevOps 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.

You do — 100%. All IP transfers to you on final payment. No licences, no retained rights, no vendor lock-in. Clean delivery with full source code and documentation.

Yes — standard NDA before any discovery call, no questions asked. For AI workflows, data handling is configured to your requirements: zero retention, on-premise models, or your own cloud environment. GDPR-compliant by default.

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.

Still have a question? We reply within 24 hours.

Start a conversation →

Technologies We Work With

DevOps & Cloud

KubernetesArgoCDTerraformHelmKyvernoGitLab CI/CDGitHub ActionsAWSGCPDockerVaultIstioPrometheusGrafanaOpenTelemetryNginx

AI & Products

Claude AIOpenAIMCP Serversn8nLangChainNext.jsPythonTypeScriptFastAPIPostgreSQL

Methodologies

GitOpsInfrastructure as CodePolicy as CodeDevSecOpsShift-Left SecurityObservability-FirstZero-TrustAgentic AI

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.

Direct access. No middlemen.

Work with me→

03 — Contact

Let's build
something great.

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

Available & responding within 24h

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

What We Deliver

Production DevOps & Cloud

Custom Web & AI Automation

Built in Production

Kubernetes Platform

CI/CD Pipeline Library

AI Workflow Automation

Built on Real Experience

Production Engineering

Kubernetes at Depth

Ships on Schedule

Agentic from the Start

From Idea to Production

Contact

Connect

Proposal

Build

How We Work.

Pilot

Project

Retainer

Common questions

Technologies We Work With

The Person Behind It

Nikolay Koychev

Let's build something great.

What We Deliver

Production DevOps & Cloud

Custom Web & AI Automation

Built in Production

Kubernetes Platform

CI/CD Pipeline Library

AI Workflow Automation

Built on Real Experience

Production Engineering

Kubernetes at Depth

Ships on Schedule

Agentic from the Start

From Idea to Production

Contact

Connect

Proposal

Build

How We Work.

Pilot

Project

Retainer

Common questions

Technologies We Work With

The Person Behind It

Nikolay Koychev

Let's build something great.

What We
Build.

Let's build
something great.

Let's build
something great.