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Why LLMs Are Bad at "First Try" and Great at Verification

Why LLMs Are Bad at "First Try" and Great at Verification

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6 min read
When a refactor bot renames things unevenly: inconsistent variable naming across files

When a refactor bot renames things unevenly: inconsistent variable naming across files

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3 min read
I thought plugging in LangSmith would solve agentic AI monitoring

I thought plugging in LangSmith would solve agentic AI monitoring

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2 min read
Inside Claude's Sandbox: What Happens When Claude.ai Creates a File

Inside Claude's Sandbox: What Happens When Claude.ai Creates a File

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7 min read
DevRel na prática: meu artigo acadêmico ainda faz sentido em 2026?

DevRel na prática: meu artigo acadêmico ainda faz sentido em 2026?

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3 min read
When code suggestions keep using deprecated Pandas APIs: a practical postmortem

When code suggestions keep using deprecated Pandas APIs: a practical postmortem

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3 min read
Building AI-Powered Apps with Spring AI and Spring Boot

Building AI-Powered Apps with Spring AI and Spring Boot

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2 min read
When Generated Tests Pass but Don't Protect: LLMs Creating Superficial Unit Tests

When Generated Tests Pass but Don't Protect: LLMs Creating Superficial Unit Tests

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3 min read
Transforming Customer Queries into Conversions with LLM-Powered Search

Transforming Customer Queries into Conversions with LLM-Powered Search

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9 min read
When an AI Recommends Deprecated Pandas APIs — a postmortem

When an AI Recommends Deprecated Pandas APIs — a postmortem

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3 min read
Understanding RASA pipelines

Understanding RASA pipelines

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4 min read
Why There's No "Perfect Prompt" And Why The Debate Still Won't Die

Why There's No "Perfect Prompt" And Why The Debate Still Won't Die

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5 min read
Your Vector Database is Not a Memory System

Your Vector Database is Not a Memory System

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2 min read
2026 New Year Challenge - 5 Projects United Hackathon

2026 New Year Challenge - 5 Projects United Hackathon

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3 min read
When autocomplete suggests deprecated Pandas APIs — a debugging postmortem

When autocomplete suggests deprecated Pandas APIs — a debugging postmortem

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3 min read
When code generation suggests deprecated Pandas APIs — a case study

When code generation suggests deprecated Pandas APIs — a case study

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3 min read
LLMs Are Becoming an Explanation Layer And Our Interaction Defaults Are Breaking Systems

LLMs Are Becoming an Explanation Layer And Our Interaction Defaults Are Breaking Systems

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3 min read
Impact of LLM Code Generation on Programming

Impact of LLM Code Generation on Programming

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5 min read
When Generated Tests Pass but Don't Protect — a small failure that became a production bug

When Generated Tests Pass but Don't Protect — a small failure that became a production bug

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3 min read
How 2025 took AI from party tricks to production tools

How 2025 took AI from party tricks to production tools

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6 min read
Chunking, Batching & Indexing: The Hidden Costs of RAG Systems

Chunking, Batching & Indexing: The Hidden Costs of RAG Systems

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2 min read
LLM Parameter fine tuning with Spring AI

LLM Parameter fine tuning with Spring AI

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3 min read
I Tested GLM-4.7 for Two Weeks—Here's What Actually Matters

I Tested GLM-4.7 for Two Weeks—Here's What Actually Matters

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2 min read
Day 0 (Planning): Building my personal AI assistant that runs locally.

Day 0 (Planning): Building my personal AI assistant that runs locally.

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4 min read
Part 3: Why Transformers Still Forget

Part 3: Why Transformers Still Forget

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5 min read
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