I build production backend systems and developer tools—from service architecture and data flows to testing, observability, CI/CD, and deployment.
Go backend systems · AI/LLM integrations · MCP · Infrastructure automation
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Published VS Code extension for multiline inline completions through your existing Codex account. Debounced requests, cancellation of stale work, duplicate suppression and rate limiting control request volume. Bounded context, secret-like filename exclusions and read-only model execution define execution boundaries; local diagnostics expose request, acceptance and latency metrics.
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Six local Go MCP servers with 62 tools for Trello, App Store Connect, Google Play, YouTube, Instagram and GoDaddy. Provider-specific OAuth/JWT authentication and separate OAuth setup commands, secret redaction with regression tests, and CGO-disabled standalone binaries released for macOS, Linux and Windows. Concrete safeguards include private-by-default YouTube uploads and domain confirmation before DNS zone replacement.
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VPS provisioning and deployment automation with a CLI, REST endpoints and web dashboard. Integrates DigitalOcean instance creation, DNS management, SSH/SFTP, NGINX, Let's Encrypt certificates, provider firewall rules and fail2ban. Deployment workflows cover static sites and Docker Compose applications, connecting server setup, project upload and web-server configuration.
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Multi-agent research assistant with automatic mode selection, conversation-aware query refinement, multi-hop search, BM25 reranking and heuristic source credibility scoring. Go backend, Next.js frontend, PostgreSQL persistence and SearXNG search, plus a Telegram bot and SimpleQA/FRAMES benchmark tooling. Winner of Open Source Bootcamp 2025.
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- Go backend systems: service architecture, REST and gRPC APIs, data flows and real-time communication.
- AI & developer tooling: LLM integrations, MCP servers, editor extensions and explicit execution boundaries.
- Delivery & observability: infrastructure automation, tests, CI/CD, deployment, monitoring and incident diagnosis.
Migrated production REST services to gRPC with approximately 10% lower latency, built and supported a real-time chat backend, and automated Telegram notifications for 400+ users.
My work spans architecture, implementation, tests, deployment, monitoring and incident diagnosis.



