Enterprise RAG Architecture Guide: Make LLMs Smarter With Your Own Data
A practical enterprise RAG guide covering architecture, data prep, retrieval strategy, evaluation, and rollout.
Cisco Arias
Founder & CEO
SAMO Insights
Hard-won lessons on hiring, scaling, and shipping with nearshore engineering teams — written for technical founders from bootstrapped to Series B.
18 articles · updated regularly
Latest articles
New posts every few weeks on hiring, architecture, AI, and running lean engineering orgs.
A practical enterprise RAG guide covering architecture, data prep, retrieval strategy, evaluation, and rollout.
Cisco Arias
Founder & CEO
AWS Marketplace just published the production playbook for multi-agent AI systems. Here is the founder-grade translation - when to go multi-agent, how to architect it, and the failure modes that will bite you in production.
Cisco Arias
Founder & CEO
A new Harvard Business Review white paper sponsored by AWS lays out the four pillars every modern engineering org now needs. Here is the founder-grade translation - with the stats, quotes, and trade-offs that actually matter when you are building a company.
Cisco Arias
Founder & CEO

Most startups don’t die because the idea is bad — they die because they run out of cash. Here’s how to extend runway by fixing burn rate, cloud spend, and hiring.
Cisco Arias
Founder & CEO

Nearshore engineers in LATAM are shipping modern stacks aligned with global trends, making them an ideal choice for U.S. startups and scaleups looking to leverage time-zone alignment and cost advantages.
Cisco Arias
Founder & CEO

For decades, Silicon Valley preached one model- 'The best talent is within 50 miles of your office.' That mindset is not just outdated — it's expensive, slow, and unsustainable.
Cisco Arias
Founder & CEO

Dive into Cisco Arias’ exploration of AI vs. human intelligence in 2025. Discover insights on the human brain’s neuroplasticity, AI’s rapid evolution, and why prompt engineering and domain expertise still matter.
SAMO Technologies
Editorial

Explore the top technology trends for 2025, including quantum computing, Agentic AI, and synthetic humans. Learn how startups can leverage these innovations to stay ahead.
SAMO Technologies
Editorial

Learn how to navigate financial challenges by saving costs through remote engineering teams, optimizing cloud computing, and more. Discover effective strategies in this comprehensive guide.
SAMO Technologies
Editorial

Discover the importance of psychological safety in startups. Learn how it fosters innovation, collaboration, and growth, and how to implement it effectively.
SAMO Technologies
Editorial

Discover how Zero Trust Security can protect your startup from internal and external threats. Learn about its principles, importance, and implementation using AWS, Azure, and GCP.
SAMO Technologies
Editorial

Learn how Retrieval-Augmented Generation (RAG) and Generative AI (Gen-AI) can help organizations leverage their data effectively. Discover use cases, benefits, and real-world examples in this comprehensive guide.
SAMO Technologies
Editorial

Learn how a series seed startup overcame significant challenges and extended their MVP runway by leveraging remote engineers. Discover the process and benefits in this detailed case study.
SAMO Technologies
Editorial

Learn how a startup significantly cut their cloud computing costs by migrating from Kubernetes to a serverless architecture. Discover the process and benefits of serverless computing in this detailed case study.
SAMO Technologies
Editorial

Discover how AI can transform customer service for businesses by answering phones, handling reservations, and more. Learn about our prototype AI agent Suzana and its applications for restaurants, doctor offices, law firms, and business offices.
SAMO Technologies
Editorial

Discover how SAMO Technologies
SAMO Technologies
Editorial

Explore the crucial role of Emotional Intelligence (EI) in software development teams and how effective communication can lead to better collaboration and innovation in tech startups.
SAMO Technologies
Editorial

Discover how the adaptive cloud revolutionizes IT infrastructure, enabling businesses to unify operations, scale seamlessly, and foster continuous innovation.
SAMO Technologies
Editorial
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