Claude implementation consulting
Practical Claude AI for SMB and technology teams.
I design and ship Claude-powered workflows that businesses can actually trust: internal knowledge assistants, retrieval (RAG) systems, Claude Code engineering workflows, MCP tool integrations, and agentic automation with proper guardrails. Ukraine-based, serving teams across Europe, remote-first.
Services
Where I help
Engagements scoped from a focused proof-of-concept to a production rollout with monitoring and handover.
Claude API integration
Wire Claude into your product or internal tools with sensible prompts, structure, and evaluation.
RAG & knowledge assistants
Source-aware assistants over your docs that cite their answers and refuse when the source isn't there.
Claude Code workflows
Issue triage, repo Q&A, test generation, review checklists, and release notes — without replacing engineering judgment.
MCP & tool integrations
Connect Claude to your real tools with scoped permissions and a clear audit trail.
Agentic automation
Operations and delivery agents that take controlled actions and ask for human approval on the risky ones.
AI adoption advisory
Where Claude pays off, where it doesn't, and how to roll it out responsibly across a team.
How I work
Useful, and safe to put in front of a business
Sourced, not guessed
Answers cite their sources and decline when there's no grounding — so people can trust the output.
Scoped tools, human approval
Agents get least-privilege access and an audit trail; irreversible actions wait for a person.
Engineering-led delivery
Real code, evaluation, and handover — not a slide deck. Built to run after I leave.
Demonstration
Claude Code engineering workflow
A worked demo of how Claude accelerates software delivery on a real repository — triage, Q&A, tests, review, and release notes — with the engineer in control.
- Issue triage with a cause hypothesis and pointers into the code
- Repo Q&A so new contributors get oriented fast
- Test generation and a review checklist tied to the diff
- Auto-drafted release notes from merged changes
About
Yaroslav Tanko
An independent AI implementation practice based in Ukraine, working remotely with SMB and technology teams across Europe. I'm an engineer first: the focus is shipping Claude-based systems that are practical, well-scoped, and safe to operate — and leaving your team able to run them.
Get in touch