READ ESSAY →
Relax, Hallucination Is the New Bug
AI can fix obvious bugs quickly, but convincing hallucinations require a different engineering habit: verification.
ESSAYS · FIELD NOTES · QUESTIONS WORTH KEEPING
Writings.
Notes from the space between systems and people.
Technology. Work. Identity. Memory.And what good judgment still requires.
LATEST
9 ESSAYS, READ SLOWLY
READ ESSAY →
EARLIER
KEEP READING
READ ESSAY →
Relax. Plan Before Prompting.
Fast AI prompting can produce working code before you understand the solution. Why planning, specifications, and a manager's advice made me slow down.
READ ESSAY →
Relax. You Only Need to Understand These AI Coding Tools
Understand how GitHub Copilot, OpenAI Codex, Cursor, and Kiro fit into software development, then choose the smallest useful combination.
READ ESSAY →
Relax. It Is Okay to Feel Overwhelmed by AI.
AI is moving quickly, but you do not need every tool or update. Start with one real need, think critically, and learn at your own pace.
READ ESSAY →
Relax. AI is a blessing.
AI does not replace expertise. In skilled hands, it accelerates research, organization, testing, and creation while human judgment remains responsible for the result.
READ ESSAY →
Relax. AI is still you.
AI can help prepare the ingredients, but your direction, knowledge, judgment, and values still decide what gets served.
READ ESSAY →
Relax. Everyone should use AI.
Using AI is not a confession. Judge the accuracy, reasoning, sources, and final result, not the fact that a modern tool helped produce it.
READ ESSAY →
Relax. AI still needs your judgment.
I use AI constantly. The important question is what happens after it gives me an answer: whether I verify it, understand it, and own the result.
READ ESSAY →
Relax. You will still be relevant.
Powerful tools change how work gets done. They do not remove the need to understand the problem, recognize a bad answer, or own the result.
THE NOTE BEHIND THE NOTES
“Some questions can be implemented. Others need conversation, memory, and the patience to understand where someone else is standing.”VISIT THE PUBLISHED ARCHIVE ↗