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Where the depth lives

Notes from building backend systems: what I designed, what broke, and the reasoning I wish I had written down the first time.

Topics

Four threads I keep pulling on

Not tutorials. Working notes: what I tried, what it cost, and what I would tell myself before starting.

  • AI

    Agents, LLMs, RAG and AI architecture — what I build, test and break.

    6

  • System Design

    Distributed systems, databases, messaging, caching and scaling.

    5

  • Code & Snippets

    Working references from Java, Spring, PostgreSQL, Kafka, Redis and Kubernetes.

    2

  • Architecture Lab

    Full write-ups from problem to trade-offs, with the diagrams to match.

    1

Latest

Recent engineering notes

Newest first. Some are finished thoughts, others are still moving.

  1. AI, , 6 min read

    I built an AI agent that makes our church's Sunday slides

    Every week the same few volunteers spent two hours or more chasing sermon slides, copying Bible verses and fixing line breaks. So I built them an agent that does it on Thursday evening, for about seven cents, and still lets a person say no.

    • Agents
    • AI
    • Building

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I am always up for a conversation about architecture, trade-offs, or a bug that refuses to die.

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