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The LLM Control Stack: From Words to Weights
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The LLM Control Stack: From Words to Weights

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4 min read
Instruction Tuning and Custom Instruction Libraries: Your Model’s Real ‘Operating Manual
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Instruction Tuning and Custom Instruction Libraries: Your Model’s Real ‘Operating Manual

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6 min read
Stop Fine-Tuning Everything: Inject Knowledge with Few‑Shot In‑Context Learning
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Stop Fine-Tuning Everything: Inject Knowledge with Few‑Shot In‑Context Learning

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16 min read
Stop the LLM From Rambling: Using Penalties to Control Repetition
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Stop the LLM From Rambling: Using Penalties to Control Repetition

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5 min read
Stop Fighting with Pandas: Let Prompt Drive Your DataFrames
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Stop Fighting with Pandas: Let Prompt Drive Your DataFrames

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12 min read
Stop Parsing Nightmares: Prompting LLMs to Return Clean, Parseable JSON
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Stop Parsing Nightmares: Prompting LLMs to Return Clean, Parseable JSON

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9 min read
I Built an All-in-One AI Image Creation Platform: AIPhotoPrompt.xyz

I Built an All-in-One AI Image Creation Platform: AIPhotoPrompt.xyz

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2 min read
Prompting for Safety: How to Stop Your LLM From Leaking Sensitive Data
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Prompting for Safety: How to Stop Your LLM From Leaking Sensitive Data

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9 min read
Quantitative Secretary User Guide: Practical Notes on AI Trading Instructions
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Quantitative Secretary User Guide: Practical Notes on AI Trading Instructions

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10 min read
The Latest in Prompting Tech: Will Prompt Engineers Still Matter in 2026?
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The Latest in Prompting Tech: Will Prompt Engineers Still Matter in 2026?

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2 min read
When long chats slowly change the rules: context drift in AI-assisted coding

When long chats slowly change the rules: context drift in AI-assisted coding

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3 min read
When long chats go wrong

When long chats go wrong

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3 min read
When long chats change the model (and your build breaks)

When long chats change the model (and your build breaks)

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3 min read
When long conversations drift: hidden errors in AI-assisted coding

When long conversations drift: hidden errors in AI-assisted coding

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3 min read
Re-Prompting: The Loop That Turns “Meh” LLM Output Into Production-Ready Results
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Re-Prompting: The Loop That Turns “Meh” LLM Output Into Production-Ready Results

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6 min read
Advent of Cyber 2025: Day 8 Writeup Prompt Injection | TryHackMe
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Advent of Cyber 2025: Day 8 Writeup Prompt Injection | TryHackMe

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2 min read
A Deep Dive into GitHub Copilot Agent Mode’s Prompt Structure

A Deep Dive into GitHub Copilot Agent Mode’s Prompt Structure

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7 min read
LLMs - Custom Prompt Engineering - Complete Tutorial

LLMs - Custom Prompt Engineering - Complete Tutorial

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2 min read
I built an AI-powered organizational structure: 42 agents, 10 playbooks, one company

I built an AI-powered organizational structure: 42 agents, 10 playbooks, one company

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4 min read
When long chats drift: context windows and hidden errors in AI-assisted coding

When long chats drift: context windows and hidden errors in AI-assisted coding

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3 min read
How to Become a Prompt Engineer: A Skeptical, Practical, and Evidence-Based Guide
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How to Become a Prompt Engineer: A Skeptical, Practical, and Evidence-Based Guide

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4 min read
Beyond the Basics: Advanced Prompt Engineering Techniques
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Beyond the Basics: Advanced Prompt Engineering Techniques

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9 min read
Do Vibe Coding à Engenharia de IA: O Guia Prático para 2025 (Com Prompts!)
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Do Vibe Coding à Engenharia de IA: O Guia Prático para 2025 (Com Prompts!)

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4 min read
Advanced Prompt Engineering: What Actually Held Up in 2025

Advanced Prompt Engineering: What Actually Held Up in 2025

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3 min read
From Experimentation to Production: How to Manage the Prompt Engineering Lifecycle

From Experimentation to Production: How to Manage the Prompt Engineering Lifecycle

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6 min read
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