Michael P.O
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Python

Python projects, tooling, and backend development notes.

Ai Ai-agents Developer-tools Python

MemPalace: a local-first memory system for AI agents

If you use an agentic coding tool day to day, you’ve hit the same wall repeatedly: every new session starts from zero. MemPalace is a local-first memory system built to fix exactly that

Michael Michael
Ai Ai-agents Automation Python

AutoGen: Microsoft's framework for building AI agents and multi-agent applications

AutoGen is Microsoft’s open-source framework for building AI agents and multi-agent applications. It started as a Microsoft Research project and pioneered ideas like GroupChat orchestration and an event-driven agent runtime — concepts that

Michael Michael
Langchain Ai-agents Automation Python

Deep Agents CLI: The open source terminal coding agent

In the previous post in this series I explored the LangChain Deep Agents SDK — the library that lets you build autonomous agents capable of multi-step reasoning and tool use. Now let’s go

Michael Michael
Langchain Ai Ai-agents Python Automation

LangChain Deep Agents: Building Autonomous Coding Agents

LangChain has open-sourced Deep Agents, a powerful framework for building autonomous AI agents that can handle complex, multi-step tasks reliably. Unlike typical “shallow” tool-calling LLM agents, Deep Agents combine task planning, persistent memory,

Michael Michael
Opentelemetry Observability Flask Python Devops

OpenTelemetry observability: a step-by-step guide

This post picks up where my earlier Copilot monitoring with OpenTelemetry article stopped and turns the focus to the basics. We will start with a tiny Flask app from my OpenTelemetry playground, wire

Michael Michael
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