Selected work
Agent systems, MCP servers, retrieval, evals.
Authored stack: TypeScript MCP servers, a planner loop, and the AI_devs builds behind retrieval and evals. Domain systems below are where those tools run — not the lead. Upstream MCP servers in the client are other people’s code; they are not listed as mine.
Agent stack
Halo ITSM MCP
stdio over one live Halo instance. OAuth; whoami / search / load, notes and replies. Writes only with confirm: true.
Planner loop, tool registry, MCP, traces
Phases: plan, execute tools, stream the answer. Zod schema, dynamic registry, MCP discovery, SSE, Langfuse.
Agent framework, hybrid and graph RAG
Python tool loop and MCP adapter. Agentic RAG, FTS5 + sqlite-vec, Neo4j, embeddings, evals, Whisper MCP.
Wrike MCP
Conversation tools, YAML type registry. stdio and streamable HTTP. Space-locked sibling.
pdfmd
Shared Tool/Pipeline for CLI, GUI, and MCP. Reversible anonymization before any cloud call.
LocalOutbound
Separate research and draft roles. The agent never sends; a person approves every message.
Kaczusia & Klawiatura
Privacy-first kids apps. Offline TTS. No ads or trackers.
Hey Rosalie
Privacy-first baby tracker. Local store, optional E2E sync, local Ollama UI translation CLI. Coming soon to the App Store.
Znam swoje auto
Car-service invoices: scan, OCR (in progress), repair timeline. Web + mobile monorepo. MVP in progress.
Domain systems
BLIK / POS settlement reconciliation
Jobs that join branch payment streams and surface mismatches earlier than month-end.
Google Workspace migration
Zero-downtime cutover. HR-driven enrollment instead of a ticket per person.
Deliverect on the production POS path
Requirements, UAT, go-live, and IT/ops handoff for the delivery channel.
Warehouse WMS
Sample and material stock: camera scan, Code128, movements, roles, CSV. In production, used daily.
Email & WordPress automation
Engines: WP newsletter (REST, throttle, resume) and bulk mail (--job, dry-run, Excel, encrypted credentials).