# Andrey Markin - Full-Stack AI Development > Bring your business idea - 3 days to Proof of Concept, 2 weeks to MVP ## The environment matters more than the product **Agents do the work now** Almost every system they touch was built for people only, and rebuilding those layers is now cheap enough to be worth doing. **What reaches the agent decides the result** Give it tests that hit real systems, recordings of real sessions, traces from production, and the code it writes holds up. **The calls stay with us** We choose which primitives to build and which problems are worth solving. Each choice goes back into the environment, so nobody has to make it twice. ## About I'm a full-stack developer specializing in AI-powered solutions, web development, and business automation. I help businesses transform ideas into production-ready applications using modern technologies and AI. ## Services ### AI & Full-Stack Development Marketplaces, B2B SaaS, AI agents, internal tools — scoped, built, and shipped end to end by one person who has done it before. You don't need a technical background: that's what you're hiring. - AI agents & software factories - Marketplaces & two-sided platforms - B2B SaaS products you can sell - Internal tools for non-technical teams [Learn more](https://andrey-markin.com/services/full-stack-ai-development) ### AI Coding Transformation for Engineering Teams AI-native development for engineering teams, done safely. I roll out Cursor and Claude Code, train developers, and rebuild review and CI/CD around AI-generated code so output stays fast and trustworthy in production. - Cursor and Claude Code rolled out across your teams - Hands-on training on your own codebase - CI/CD and PR review rebuilt for AI-generated code - Evals and guardrails that keep output trustworthy [Learn more](https://andrey-markin.com/services/ai-consulting-organizations) ### IT Mentorship & Career Development I mentor people breaking into software engineering. You ship real projects with me, work AI-native from day one, and turn that work into a portfolio and a path into the field. - A learning roadmap built around your goals - A portfolio from real-world projects - AI-native development from day one - Industry connections and partnership opportunities [Learn more](https://andrey-markin.com/services/mentorship) ## Products ### Personal AI Assistant A context-aware assistant in Telegram, Slack or Discord that knows your business and runs on your own server. Status: beta | Price: $590 [View product](https://andrey-markin.com/products/personal-assistant) ### Peektrace See exactly what is loaded in your coding agent's context window. Status: beta | Price: Free & open source [View product](https://andrey-markin.com/products/peektrace) ### Agent Skills Agent skills that teach Claude Code and Codex how I work. Status: live | Price: Free & open source [View product](https://andrey-markin.com/products/agent-skills) ### SEO Lens See every meta tag on a page, and fix the structured data that decides how you show up. Status: live | Price: Free & open source [View product](https://andrey-markin.com/products/seo-lens) ## Projects ### Telegram Claude + Codex: Remote Coding Agents via Telegram A Telegram bot that runs coding agents on your own server from your phone. Send a message, watch the work stream back into the chat, and approve the plan with a button: no terminal, no SSH. Tech: TypeScript, Bun, Telegram Bot, Claude Code, OpenAI Codex, AI, grammy, Groq [View project](https://andrey-markin.com/projects/telegram-claude) ### Recruit AI: Intelligent Recruitment Matching An open-source hiring marketplace where the ranking is the product: jobs surface the right candidates, candidates surface the right jobs, and both sides are scored by the same rules. Built as a reference for search that gets measured instead of guessed at. Tech: Next.js, Effect.ts, Qdrant, Vector Search, Retrieve & Rerank, Vercel AI SDK, Drizzle, PostgreSQL, Turborepo [View project](https://andrey-markin.com/projects/recruit-ai) ### oRPC-to-WebMCP Bridge One package that hands a web app's own features to the AI assistant running in the browser. Built in the open as a working reference for WebMCP, the draft browser API for AI tools. Tech: Next.js, oRPC, WebMCP, TypeScript, Zod, shadcn/ui [View project](https://andrey-markin.com/projects/webmcp-example) ### AI Form Assistant A form you fill by talking instead of typing. Answer in your own words, by voice or text, and the fields fill in as you go: an open-source starting point for anyone whose signup or intake form loses people halfway. Tech: Next.js, AI SDK, Google Gemini, OpenAI, React Hook Form, Zod, shadcn/ui [View project](https://andrey-markin.com/projects/ai-form) ### Outrizz AI: Event Engagement Platform An event marketing platform for B2B sales teams. It finds the right people before a trade show and talks them into coming, then captures everyone who stops at the booth and follows them up while the event is still running. Tech: Next.js, React Native, AI, tRPC, Turbo Monorepo, Drizzle, Supabase [View project](https://andrey-markin.com/projects/outrizz-ai) ### Intelligent Aggregator Platform A catalogue of B2B software where buyers ask a question in plain English and get an answer back from the live listings, instead of clicking through category pages. Tech: Next.js, TypeScript, Supabase, OpenAI, Tailwind CSS, Zod, Drizzle [View project](https://andrey-markin.com/projects/aggregator) ### PickArt: Art-Hospitality Marketplace Platform A marketplace that puts artists' work on hotel walls and lets guests buy the piece they are looking at: hosts get free curation, artists get a sales channel, guests take the art home. Tech: Next.js, TypeScript, Supabase, Stripe, React PDF, Next-intl, Drizzle, TanStack Query [View project](https://andrey-markin.com/projects/pickart) ## Pricing ### Default - $45/h For standard projects with flexible timelines - Full-stack development - AI integration - We set the deadline - Regular updates ### Priority - $60/h For time-sensitive projects with specific deadlines - Expedited development - Advanced AI solutions - You set the deadline - Daily progress updates ### Project - Custom Pay per deliverable, tailored specifically to your business goals - Fixed pricing per milestone - Clearly defined deliverables - Transparent timelines - Flexible revisions and support ### AI Coding Consulting - $100/h Expert guidance for AI transformation initiatives - Team training & workshops - AI development strategy - Codebase optimization - Productivity enhancement ## Videos - [Executor: One MCP server for every tool your agent needs](https://youtu.be/uQtrnZTkBBg) - [Collaborative AI: How Multiple Users Can Chat with One LLM](https://youtu.be/pEO1VSa0D2s) ## Contact - Website: https://andrey-markin.com - Contact form: https://andrey-markin.com/#contact - Contact API docs: https://andrey-markin.com/contact.md - Contact API: POST https://andrey-markin.com/api/rpc/contact/submit