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How I Batch-Convert 100+ Documents to Markdown for LLM Ingestion — 3 Practical Scripts

How I Batch-Convert 100+ Documents to Markdown for LLM Ingestion — 3 Practical Scripts

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6 min read
Running a Team of AI Sub-Agents: What Breaks — and the Rules I Built Around It

Running a Team of AI Sub-Agents: What Breaks — and the Rules I Built Around It

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3 min read
Breaking the Tool Barrier: Making Uncensored Models Do Structured Work

Breaking the Tool Barrier: Making Uncensored Models Do Structured Work

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10 min read
Extract Plain Text from Medium Posts for RAG and Search Indexes

Extract Plain Text from Medium Posts for RAG and Search Indexes

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2 min read
Beyond the Model: Why Orchestration Is Becoming the Real Differentiator

Beyond the Model: Why Orchestration Is Becoming the Real Differentiator

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2 min read
O que 14 estudos revelam sobre o papel do humano quando a IA escreve o cĂłdigo

O que 14 estudos revelam sobre o papel do humano quando a IA escreve o cĂłdigo

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22 min read
Stop Using One LLM for Everything: A Dev's Guide to Model Routing

Stop Using One LLM for Everything: A Dev's Guide to Model Routing

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3 min read
From API to GPU, Week 1: Understanding Your Local GPU Environment

From API to GPU, Week 1: Understanding Your Local GPU Environment

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14 min read
Stop Stuffing Context Windows: Dynamic Tool Pruning with Spring AI Vector Routing

Stop Stuffing Context Windows: Dynamic Tool Pruning with Spring AI Vector Routing

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2 min read
Harness engineering: the missing layer for reliable coding agents

Harness engineering: the missing layer for reliable coding agents

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5 min read
The price table most AI cost tools multiply by has one automated test: jq empty

The price table most AI cost tools multiply by has one automated test: jq empty

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4 min read
Single-tenant memory is the wrong default for agents

Single-tenant memory is the wrong default for agents

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7 min read
AI Fundamentals - Part 4: Building Real AI Applications

AI Fundamentals - Part 4: Building Real AI Applications

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6 min read
AI Fundamentals - Part 3: Giving AI Knowledge Beyond Its Training

AI Fundamentals - Part 3: Giving AI Knowledge Beyond Its Training

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9 min read
Smarter Coding Agents Are Better Liars

Smarter Coding Agents Are Better Liars

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10 min read
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