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alexneverland/README.md

Lazaros Avramidis

Python Developer and AI Systems Builder

I build practical AI systems with memory, tools, and real runtime behavior - the kind that stay useful after the demo ends.

My main focus right now is local-first AI agents, memory-driven workflows, and automation systems that can fit into everyday work and family life.

Astakos AI Agent Python Local First AI Agents

Currently building

  • Astakos AI Agent — a local-first AI companion with memory, routines, follow-ups, approvals, and shared context across Telegram, Web UI, and terminal flows
  • Better memory quality — cleaner fact capture, smarter dedupe, and more useful long-term recall
  • Practical agent UX — faster chat paths, better observability, and safer tool-driven behavior

What I build

  • Local-first AI assistants
  • Multi-agent systems with LangGraph
  • Long-term memory with SQLite and ChromaDB
  • Proactive routine intelligence and follow-up systems
  • FastAPI backends and tool-using agents
  • Debuggable, observable AI workflows

Featured projects

A local-first personal AI companion built around continuity, context, and real-world usefulness.

It includes:

  • long-term memory
  • proactive reminders and routines
  • shared context across Telegram, Web UI, and terminal flows
  • document, photo, voice, and tool-aware workflows
  • approval gates, scheduler jobs, and runtime observability

Core stack: Python LangGraph FastAPI SQLite ChromaDB Gemini / Vertex AI

A workforce scheduling and leave-management system focused on practical business workflows, permissions, and reliability.

What I care about

I like building systems that are:

  • useful before they are flashy
  • personal without feeling fake
  • observable when they misbehave
  • flexible enough to adapt to real routines, family life, and work

I care a lot about continuity, memory quality, proactive behavior, and making AI feel less disposable.

Current direction

Right now I am exploring:

  • better long-term memory quality
  • safer tool-using agents
  • context-aware proactive assistants
  • follow-up systems that feel natural instead of robotic
  • better UX across messaging, web, and local runtime surfaces

Tech I use a lot

Python FastAPI LangGraph SQLite ChromaDB Gemini Vertex AI Telegram Bot APIs GitHub automation tooling

Around my GitHub


If you are into AI agents, memory systems, local-first software, or practical automation, you will probably enjoy what I am building.

Pinned Loading

  1. Astakos-AI-Agent Astakos-AI-Agent Public

    A self-hosted AI agent that lives on your machine, learns your daily routines, and talks to you via Telegram. Local-first, no cloud, no subscriptions.

    Python 3 1

  2. Shiftmaster Shiftmaster Public

    Workforce scheduling & leave management system with advanced license security.

    Python 1