Michael P.O
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Automation

Tools and frameworks for automating development, testing, and deployment workflows.

Devops Automation

AWS CI/CD permissions setup guide with OIDC

If your GitHub Actions workflow still authenticates to AWS with an AWS_ACCESS_KEY_ID / AWS_SECRET_ACCESS_KEY pair stored in repository secrets, you’re carrying a long-lived credential that works from anywhere, doesn’t expire on its own,

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
Ci/cd Github actions Devops Automation Workflow

How to set up a CI/CD pipeline with GitHub Actions

Shipping code confidently means knowing it has been built, tested, and deployed automatically every time you push. That’s the promise of a CI/CD pipeline — and GitHub Actions makes it easy to set

Michael Michael
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