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Digizenburg Dispatch

Helping Central PA Debug the Human API

Articles

The Kernel Edition

Stop Feeding the LLM Our Proprietary Lunch

Mar 16, 2026

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9 min read

Stop Feeding the LLM Our Proprietary Lunch

Why Central Pennsylvania Can’t Afford the Collision Between Developer Velocity and the Hard Walls of CMMC and HIPAA

Don Demcsak
Don Demcsak

User Space Edition

Turn Recruiter Spam Into Career Insurance

Mar 12, 2026

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9 min read

Turn Recruiter Spam Into Career Insurance

A step‐by‐step framework for spotting real local recruiters, using CoffeeOps to regain leverage, and applying the Always Looking Protocol to map the Central PA job market.

Don Demcsak
Don Demcsak

The Kernel Edition

You’re Not Doing TDD—You’re Just Writing Tests

Mar 9, 2026

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8 min read

You’re Not Doing TDD—You’re Just Writing Tests

A practical guide to Test‐Driven Development using Given/When/Then and Spec‐Driven Development to create clear, durable specifications for AI‐assisted engineering.

Don Demcsak
Don Demcsak

User Space Edition

Why Your “Two‐Day” Estimate Always Takes a Week

Mar 5, 2026

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10 min read

Why Your “Two‐Day” Estimate Always Takes a Week

A practical guide to syncing engineering reality with business expectations using the Estimation Buffer Protocol

Don Demcsak
Don Demcsak

The Kernel Edition

Your VP Just Mandated AI. Here’s What They Don’t Understand

Mar 2, 2026

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9 min read

Your VP Just Mandated AI. Here’s What They Don’t Understand

Why TDD and XP Are the Only Things Standing Between You and AI‐Driven Chaos

Don Demcsak
Don Demcsak

User Space Edition

Stop Trading Your IDE For a Spreadsheet

Feb 26, 2026

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9 min read

Stop Trading Your IDE For a Spreadsheet

Why individual contributors fall into the "Accidental Manager" trap and how to negotiate a technical track raise instead

Don Demcsak
Don Demcsak
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Digizenburg Dispatch

Helping Central PA Debug The Human API

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