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Table of Contents

• ↓ Give your LLM memory with a personal knowledge base
• ↓ Building your own Tool Calling Agent
• ↓ The Seven Powers of Platform Teams
• ↓ Human in the Core, AI in the Shell
• ↓ Blogging in the Age of AI
• ↓ Controlling a Korg Volca with the Akai MPK Mini Plus
• ↓ Top Alternatives to sookocheff.com

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"Welcome to the personal blog of Kevin Sookocheff. I love to teach, speak, and write about distributed systems, cloud computing, architecture, and systems engineering."

"When working with LLMs I find myself needing to update or correct the model with information specific to my work environment. The in-house processes, bespoke systems, and tribal knowledge of how things work for our organization is just not something that the model has been trained on. After repeating myself a few too many times, I thought there might be a better way to give the model access to that knowledge in a scalable way that allows me to augment the LLMs training data with a personalized knowledge base specific to me. ..."

"Any sufficiently advanced technology is indistinguishable from magic. — Arthur C. Clarke At times I feel like Claude Code is this magical black box that I can give tasks to and get working code out of. This post attempts to shine a light on that black box by building our own agent harness around a model. To do this, I will use Anthropic’s API to build a simple code review harness, showing how to take a simple chatbot interface into a fully featured developer application. ..."

"I work on Workiva’s cloud platform engineering team, where we design and operate Kubernetes and AWS infrastructure supporting more than 300 microservices across multiple AWS regions. The platform spans networking, observability, CI/CD, compliance, and internal developer tooling. Lately, our team has been busy developing and codifying our strategy. I’m not a big fan of reinventing the wheel, and neither is the rest of our team, so we welcomed the opportunity to use existing business strategy frameworks and methodologies as a way to get started quickly. We used the Playing to Win Framework, and were able to flesh out a meaningful strategy focusing on things such as reducing cognitive load for development teams and streamlining how we report the customer impact of incidents. ..."

Key Topics & Focus Areas for sookocheff.com:

Give your LLM memory with a personal knowledge base

Building your own Tool Calling Agent

The Seven Powers of Platform Teams

Human in the Core, AI in the Shell

Blogging in the Age of AI

Controlling a Korg Volca with the Akai MPK Mini Plus