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⚡ AI Lessons
Dev.to · Gábor Mészáros
15h ago
Loop Engineering: How To Stop The "You're Absolutely Right" Sycophancy
"You're absolutely right!" The agent says it before it has looked at anything. You point out a bug,...
Dev.to · Gábor Mészáros
6d ago
Loop Engineering: Fine-Tuning the Guardrail That Fired Wrong
The check had been green for a week. It greps every diff under src/ for import mock, because...
Dev.to · Gábor Mészáros
1w ago
See how AI instructions decay, then write ones that hold
This is a submission for Weekend Challenge: Passion Edition What I Built I told an...
Dev.to · Gábor Mészáros
1w ago
Deterministic Guardrails: Prompts Steer, Hooks Enforce
A loop that refactors code until a check passes is a few lines of shell. Most guardrails beside such...
Dev.to · Gábor Mészáros
⚡ AI Lesson
2w ago
Green Tests Don't Mean Better Software
You spent the week on a refactor because it was supposed to make the next change cheaper. The tests...
Dev.to · Gábor Mészáros
🧠 Large Language Models
⚡ AI Lesson
3mo ago
The State of AI Instruction Quality
Everybody has opinions about AGENTS.md/CLAUDE.md files. Best practices get shared. Templates get...
Dev.to · Gábor Mészáros
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
The Undiagnosed Input Problem
The AI agent ecosystem has built a serious industry around controlling outputs. Guardrails. Safety...
Dev.to · Gábor Mészáros
🧠 Large Language Models
⚡ AI Lesson
3mo ago
Do NOT Think of a Pink Elephant
You thought of a pink elephant, didn't you? Same goes for LLMs too. "Do not use mocks in...
Dev.to · Gábor Mészáros
🏗️ Systems Design & Architecture
6mo ago
From Prompt to Platform: Architecture Rules I Use
The "build -> surprise -> restructure -> repeat" loop is amazing early on. However, after a...
DeepCamp AI