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Refatoração e Otimização com IA: Entre a Automação e o Julgamento Arquitetural

Refatoração e Otimização com IA: Entre a Automação e o Julgamento Arquitetural

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14 min read
When a Model Renames Things Differently in Each File: Lessons from a Multi‑File Refactor

When a Model Renames Things Differently in Each File: Lessons from a Multi‑File Refactor

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3 min read
When an AI Suggests DataFrame.append: Missing Pandas Deprecations in Generated Code

When an AI Suggests DataFrame.append: Missing Pandas Deprecations in Generated Code

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3 min read
When code suggestions suggest the past: deprecated Pandas APIs and silent drift

When code suggestions suggest the past: deprecated Pandas APIs and silent drift

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3 min read
When AI Refactors Break Naming: a case of inconsistent variable renames across files

When AI Refactors Break Naming: a case of inconsistent variable renames across files

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3 min read
When an AI refactor renames things wrong across files

When an AI refactor renames things wrong across files

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3 min read
When AI-generated tests pass but miss the bug: a postmortem on tautological unit tests

When AI-generated tests pass but miss the bug: a postmortem on tautological unit tests

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3 min read
When AI Refactors Introduce Inconsistent Naming Across Files

When AI Refactors Introduce Inconsistent Naming Across Files

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3 min read
When long chats change the code: context drift and hidden errors

When long chats change the code: context drift and hidden errors

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3 min read
Fitness Equation 12/31/2025

Fitness Equation 12/31/2025

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8 min read
Your Code Works But Looks Messy: Writing 'Senior' Code in Interviews

Your Code Works But Looks Messy: Writing 'Senior' Code in Interviews

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7 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
The Best AI Code Review Tools for Bitbucket in 2026 (and Why I Use Qodo)

The Best AI Code Review Tools for Bitbucket in 2026 (and Why I Use Qodo)

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3 min read
When Generated Tests Pass but Don’t Protect: a Practical Look at AI-Produced Unit Tests

When Generated Tests Pass but Don’t Protect: a Practical Look at AI-Produced Unit Tests

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3 min read
Failures we don't model correctly

Failures we don't model correctly

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17 min read
Monorepo vs. multiple repositories: what’s the best strategy for a growing codebase?

Monorepo vs. multiple repositories: what’s the best strategy for a growing codebase?

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8 min read
The two most important tools for HTML developers

The two most important tools for HTML developers

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1 min read
Ship Secure Code Faster: How Context-Driven Development and AI Agents Supercharge Your CI/CD Pipeline

Ship Secure Code Faster: How Context-Driven Development and AI Agents Supercharge Your CI/CD Pipeline

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5 min read
Balancing delivery speed and code quality in scaling startups

Balancing delivery speed and code quality in scaling startups

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7 min read
Weekly #51-2025: AI Coding Agents and Engineering Culture, 0.1x Engineers

Weekly #51-2025: AI Coding Agents and Engineering Culture, 0.1x Engineers

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4 min read
The Shift from AI Reviewers to Code Review Agents

The Shift from AI Reviewers to Code Review Agents

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3 min read
Engineering DebtDrone: Building a High-Performance AST-Based Static Analyzer in Go

Engineering DebtDrone: Building a High-Performance AST-Based Static Analyzer in Go

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5 min read
Why Your AI-Generated Code is Probably Garbage (And How to Fix It)

Why Your AI-Generated Code is Probably Garbage (And How to Fix It)

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16 min read
From Sausage to Omelette

From Sausage to Omelette

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9 min read
5 Real-World Technical Debt Examples (And Why AI is the Newest One)

5 Real-World Technical Debt Examples (And Why AI is the Newest One)

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5 min read
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