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How a Developer Built Eternal Contextual RAG and Achieved 85% Accuracy (from 60%)

How a Developer Built Eternal Contextual RAG and Achieved 85% Accuracy (from 60%)

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5 min read
Por Qué Small Language Models (Phi-3) Están Matando el Mito "Bigger is Better"

Por Qué Small Language Models (Phi-3) Están Matando el Mito "Bigger is Better"

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4 min read
DGX Spark AU Pricing: $6,249-$7,999 at Major Retailers

DGX Spark AU Pricing: $6,249-$7,999 at Major Retailers

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3 min read
Stop Dumping Junk into Your Context Window: The Case for Multidimensional Knowledge Graphs

Stop Dumping Junk into Your Context Window: The Case for Multidimensional Knowledge Graphs

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4 min read
3 LLM Underdogs of 2025

3 LLM Underdogs of 2025

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8 min read
RAG without the cloud: .NET + Semantic Kernel + Ollama on your laptop

RAG without the cloud: .NET + Semantic Kernel + Ollama on your laptop

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8 min read
How do you build serious features using only VS Code’s public APIs?

How do you build serious features using only VS Code’s public APIs?

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5 min read
Stop Drowning Your LLMs: The Case for the Multidimensional Knowledge Graph

Stop Drowning Your LLMs: The Case for the Multidimensional Knowledge Graph

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4 min read
Simple RAG vs Agentic RAG: What Problem Are You Actually Solving?

Simple RAG vs Agentic RAG: What Problem Are You Actually Solving?

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2 min read
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
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