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Ideas, techniques, and case studies.

We share what we learn building AI solutions for real companies.

AI Consulting in Medellín: How to Choose the Right Provider in 2026
Artificial Intelligence

AI Consulting in Medellín: How to Choose the Right Provider in 2026

A practical guide for companies looking for artificial intelligence consulting in Medellín: what to ask, red flags, and how to evaluate real return.

July 18, 20268 min read
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How Much Does n8n Automation Cost in Colombia (2026): Real Prices and ROI
Automation

How Much Does n8n Automation Cost in Colombia (2026): Real Prices and ROI

How much does it cost to automate processes with n8n in Colombia? We break down real price ranges, what makes a project more expensive, and how fast the investment pays off.

July 15, 20267 min read
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Which Open Source Model to Choose in 2026: Practical Comparison for Enterprises
Language Models

Which Open Source Model to Choose in 2026: Practical Comparison for Enterprises

We analyze the current state of open source models in 2026. We compare Llama 3.3, Qwen 2.5, and Mistral Large in terms of performance, hosting costs, and privacy.

June 24, 20269 min read
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Claude 4.8 is Not Just a Chatbot: How to Choose a Model and Tool Without Wasting Time
Language Models

Claude 4.8 is Not Just a Chatbot: How to Choose a Model and Tool Without Wasting Time

Claude 4.8 revolutionizes the landscape with its new autonomous planning capabilities. We show you how to choose the right Claude flavor for your usecase without overspending.

June 24, 20268 min read
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SpaceX Acquires Cursor for $60 Billion, Shifting the AI Coding Race
Engineering

SpaceX Acquires Cursor for $60 Billion, Shifting the AI Coding Race

A historic acquisition shakes Silicon Valley. We analyze what SpaceX's purchase of Cursor means for the future of AI-assisted software development.

June 24, 20267 min read
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Success Story: Fintech Cuts Onboarding Time by 60% with n8n Automation
Case Study

Success Story: Fintech Cuts Onboarding Time by 60% with n8n Automation

A Colombian fintech was manually processing 300 monthly applications. We implemented an n8n workflow with AI document verification and reduced onboarding from 3 days to 4 hours.

April 21, 202612 min read
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Claude Sonnet for Enterprises in Latin America: Practical Guide 2026
Language Models

Claude Sonnet for Enterprises in Latin America: Practical Guide 2026

Anthropic's Claude is establishing itself as the most reliable model for enterprise use cases in LATAM. We analyze its capabilities, context limits, pricing, and why we chose it for several client projects.

April 21, 20269 min read
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Claude Sonnet 4.6 vs GPT-5.4: Which Should You Choose for Your Enterprise Project in 2026?
Language Models

Claude Sonnet 4.6 vs GPT-5.4: Which Should You Choose for Your Enterprise Project in 2026?

Technical and practical comparison between Claude Sonnet 4.6 and GPT-5.4 for real use cases: document analysis, code generation, customer service, and complex reasoning.

April 21, 20268 min read
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Integrating Claude API into Your FastAPI Backend with Python: Complete Tutorial
Engineering

Integrating Claude API into Your FastAPI Backend with Python: Complete Tutorial

Step-by-step guide to connecting Anthropic's Claude to a FastAPI Python API. Streaming handling, context management, cost control, and proven production patterns.

April 21, 202611 min read
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