RichardHightower

Migrating AI Agents: A Systematic Approach to Cross-Platform Architecture

How systematic methodology and architectural understanding enabled the successful migration of 12 specialized AI agents between platforms, creating reusable patterns for future migrations

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The Migration Challenge

Migrating AI agents between platforms isn't just a technical exercise—it's an architectural transformation. When you port agents from one system to another, you're not simply copying code; you're translating between different philosophies of agent interaction, tool management, and capability expression.

RichardHightower

install github command line

1. This command will run a script called install-github-cli.sh.

2. The script will install the GitHub command line interface (CLI) onto the user's computer.

3. The CLI will allow the user to interact with the GitHub repository from the command line.

4. The script will download the latest version of the CLI from GitHub and install it on the user's computer.

RichardHightower

Video 6 show notes

• Link to this page: https://bit.ly/rickScalaClojureB62
• Link to related video

Tags

#clojure #functionalprogramming #scala #base62 

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Video 5 show notes

• Link to this page: https://bit.ly/vid5B62P2Rick

Tags

#java #functionalprogramming #scala #base62 

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Base62Encoder URLShortener

Base62Encoder/Decoder written in non-functional Java

Show notes for this video - Base62Encoder/Decoder written in non-functional Java.

Base62Encoder is written using FP and non FP in Go Lang, Java, Scala, Kotlin, JavaScript, TypeScript, Clojure, Rust and Python to demonstrate and discuss FP support in different languages.

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curl http://169.254.169.254/latest/meta-data/local-ipv4

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~/github/akka-ec2-example
$ git status
On branch third-step-adding-akka-remote
Your branch is up-to-date with 'origin/third-step-adding-akka-remote'.
Changes to be committed:
  (use "git reset HEAD <file>..." to unstage)

        deleted:    userService/settings.gradle

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package main 

import (
	"os"
	"fmt"
	"github.com/coreos/go-systemd/sdjournal"
)

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In this example, we are using Centos7, journalctl and systemctl so that we can monitor logs from DC/OS instances (masters, agents and public agents). It is useful for anyone using systemd, journald in an AWS EC2 enviroment that wants logging. The nice thing about Amazon CloudWatch is that it integrates well with Amazon EMR and Amazon Elasticsearch. (For more background on this subject see this article which covers using CloudFormation, Packr, etc. for Immutable Infrastructure to build DC/OS and deploy it to Amazon Web Services.)

We will install journald-cloudwatch-logs. We are going to setup a daemon into systemd that forwards logs to Amazon CloudWatch log streams.

This utility ***journald-cloudwat

RichardHightower

We setup a dev env for DC/OS in AWS (subnets, multi-az, ags groups, ami images, etc), tagged everything as dcos-dev, and then used Cloudformer to generate a starter AWS CloudFormation script. Cloudformer allows you to reverse engineer your AWS environment into cloudformation scripts. We then modified what cloudformer produced (to make it work as cloudformer just gets you about 90% of the way there), and then we added mappings, parameters and outputs to our cloudformation script.

Included are the cloudformation and packer scripts. Hope it helps you get setup. Feedback is welcome.

We in this case is my client, DC/OS support, Amazon support, and I. We did this instead of using the canned Amazon support because we needed to run masters, and agents in [multiple AZs](http://docs.aws.amazon.co