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lzvxck/README.md

Engineer working in AI systems, backend infrastructure, and applied research


LinkedIn GitHub Hugging Face Gmail


Working on

seri-agent TypeScript Cross-platform coding-agent CLI, shipped as a single dependency-free binary on Bun — no runtime to install. Code-first today, architected to grow into general-purpose assistant work.


attention-router TypeScript GitHub App that scores every PR into a risk tier (auto-mergeable / quick-glance / deep-review), calibrated against that specific repo's real revert history. Live dashboard shows calibration improving from actual outcomes.


chainforge Go Provider-agnostic AI agent framework with zero external dependencies. Sequential/parallel/router orchestration, MCP, vector memory, and OpenTelemetry tracing — swap Anthropic, OpenAI, Ollama, or Gemini in one line.


websearch-ng Python · TypeScript Self-hosted AI search engine with cited answers streamed token-by-token over SSE. Fast mode (3 queries) or deep research mode (7 queries + gap analysis), multi-provider via LiteLLM.


Stack

Languages

Python Go TypeScript

AI / ML

PyTorch Hugging Face LiteLLM LangGraph Triton MCP

Backend

FastAPI Fastify NestJS Gin Celery Next.js

Data

PostgreSQL Qdrant Redis MongoDB DynamoDB

Infrastructure

Docker Kubernetes AWS Cloudflare Prometheus OpenTelemetry


GitHub

GitHub Streak
Contribution Graph
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  1. Seriora-Research/seri-agent Seriora-Research/seri-agent Public

    Your self-improving harness

    TypeScript