Blog

Cloud reliability, DevOps, and engineering. Learn more about our solutions and how we help mid-market teams.

OperationsJul 15, 2026

Infrastructure Monitoring Checklist: What Mid-Market Teams Must Cover

A practical infrastructure monitoring checklist for CTOs and engineering leads: metrics, logs, alerts, SLOs, runbooks, and ownership—so you catch failures before customers do.

Read article

EngineeringJun 24, 2026

How to Build an Agentic System: A Practical Guide for Engineering Teams

Step-by-step guide to building an agentic system: architecture, tool integration, the agent loop, MCP, guardrails, and what it takes to ship agents to production without scaling headcount.

Read article

MLJun 19, 2026

How to Transition from DevOps to MLOps in the AI Era

A practical guide for DevOps engineers moving into MLOps. What transfers, what's new with LLMs and RAG, the 10 essential tools, and how to adopt them in mid-market teams.

Read article

AIJun 11, 2026

How to Build a Cost-Efficient RAG System with Postgres, Lambda and Vercel

A practical guide to building RAG at scale without burning budget: Postgres + pgvector, BM25 and hybrid retrieval, serverless embeddings with Lambda, and a Vercel-hosted frontend. Real numbers from a 500k-article deployment at $3.75/month.

Read article

SecurityMar 10, 2026

WireGuard vs OpenVPN: Which VPN Protocol Should You Choose?

WireGuard vs OpenVPN comparison: performance, security, ease of use, and deployment. Technical guide for choosing the right VPN protocol for your infrastructure.

Read article

OperationsMar 4, 2026

How to Avoid Downtime in Industrial Companies: Practical Guide for CTOs and Operations

Practical guide to avoiding downtime in industrial companies. Monitoring critical systems, preventing outages and operational continuity for manufacturing and logistics.

Read article

CloudMar 4, 2026

What Is Cloud Reliability Engineering and Why It Replaces Traditional DevOps

Cloud Reliability Engineering: what it is, why cloud infrastructure reliability replaces traditional DevOps, and how it applies to enterprise cloud operations.

Read article

OperationsMar 4, 2026

Nearshoring in Monterrey: The Biggest Technology Risk Nobody Is Seeing

The technology risk of nearshoring in Monterrey: IT infrastructure, digital operations and continuity when your client is in another country. How to prepare.

Read article

OperationsMar 4, 2026

AI Agents for Business Operations: Real Cases in 2026

Real cases of AI agents in business operations: automation, monitoring and operational decisions. For CTOs and Operations Directors.

Read article

OperationsMar 4, 2026

7 Signs Your Company Needs 24/7 Monitoring

Signs that your company needs infrastructure and server monitoring 24/7. For CTOs and operations. Uptime and downtime prevention.

Read article

CloudMar 4, 2026

Why Companies Lose Money on AWS Without Realizing It

AWS cost optimization and management for companies. How to reduce cloud costs and stop losing money on the bill without sacrificing reliability.

Read article

OperationsMar 4, 2026

Observability vs Monitoring: What CTOs Need to Understand

Difference between observability and monitoring for CTOs. Cloud observability tools and why it matters for enterprise operations.

Read article

OperationsMar 4, 2026

How to Automate Business Operations Without Changing Your ERP

Automation of processes and industrial operations without replacing the ERP. Integration of enterprise systems and flows for CTOs and operations.

Read article

OperationsMar 4, 2026

The Real Cost of a Technology Incident in a Company

Cost of downtime and IT incidents. Operational continuity and why investing in prevention has ROI for CTOs and operations.

Read article

OperationsMar 4, 2026

The Future of Autonomous Digital Operations

Autonomous operations in companies, AI operations and digital operations platforms. For CTOs and Operations Directors.

Read article

CloudJan 25, 2026

ELT Pipeline on AWS: S3, Glue and Athena Step by Step

Guide to building a scalable, serverless ELT pipeline on AWS: S3 for storage, Glue for transformation, Athena for queries. Modern data architectures.

Read article

MLJan 23, 2025

RNN with PyTorch: Recurrent Neural Network from Scratch

Learn RNN with PyTorch step by step. Guide to implementing a recurrent neural network from scratch: architecture, code and deep learning best practices.

Read article

AIJan 15, 2025

AI Agents: What Nobody Tells You Before Production

What nobody tells you about AI agents. How we design and deploy AI agents for real businesses, from regulated companies to teams that want to move faster.

Read article

EngineeringJan 3, 2025

How to Create an MCP Server for Your Application

Guide to creating an MCP server: make your AI agents talk to apps, databases and tools without custom integrations. Step by step.

Read article

TutorialDec 12, 2024

SSH on Linux: How to Connect to a Server — Definitive Guide

SSH on Linux: connect to a server via SSH, set up keys, security best practices and remote management. Everything you need for SSH on Linux.

Read article

OpinionNov 15, 2024

Users Don't Care About Your Development Stack

Why performance, reliability and solving problems matter more than the framework of the day.

Read article

ArchitectureOct 28, 2024

Microservices vs Monolith: The Honest Guide

Microservices vs monolith: pros and cons of both architectures. When to choose each and why you probably don't need microservices yet.

Read article

CloudOct 5, 2024

Reduce AWS Costs: 10 Tips to Cut Your Bill by Up to 40%

How to reduce AWS costs: 10 tips to lower your bill. Infrastructure audit, idle instances, S3, reservations and optimization we apply with clients.

Read article

ToolsSep 20, 2024

6 DevOps Tools to Power Your Development Cycle

DevOps tools we use: CI/CD, IaC, Kubernetes, monitoring and more. Practical guide for high-performing engineering teams.

Read article

MLAug 15, 2024

What Is MLOps? The Bridge Between Data Science and DevOps

What MLOps is: the bridge between data science and DevOps. Training models is easy; deploying them is hard. That's where MLOps comes in and why it matters.

Read article