Test, Staging, and Production for Lean AI Teams: What to Run Permanently and What to Spin Up Only When Needed
Dr Hernani Costa
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918 posts published so far
What Data Should Never Leave Your EU Infrastructure in an AI Product
Dr Hernani Costa
How to Build a Sovereign AI Product in Europe Without Overengineering the Infrastructure
Dr Hernani Costa
One Coding Agent or Two-Lane Stack? How Technical Leaders Should Decide in 2026
Dr Hernani Costa
What CTOs Should Standardize First Once They Pick One Coding Agent
Dr Hernani Costa
When a Single Coding Agent Becomes a Bottleneck
Dr Hernani Costa
When One Coding Agent Is the Right Decision for a Team
Dr Hernani Costa
Should You Standardize on One Coding Agent or Keep a Two-Lane Stack?
Dr Hernani Costa
How Technical Leaders Should Choose an AI Coding Agent in 2026
Dr Hernani Costa
Claude Code vs Junie CLI: Terminal Agent vs IDE Agent for Real Teams
Dr Hernani Costa
Claude Code Operator Handbook for Teams: Skills, Hooks, MCP, and Production Trust
Dr Hernani Costa
What CTOs Should Lock Down First in a Claude Code Rollout
Dr Hernani Costa
Claude Code for Teams in 2026: The Risk-Aware Operating Model
Dr Hernani Costa
Should You Trust Community Claude Skills and Hooks in Production Yet?
Dr Hernani Costa
Agentic Coding Without Chaos: A 3-Layer Architecture for Claude Code, MCP, and Hook-Based Proxies
Dr Hernani Costa
Claude Code vs Codex vs Cursor: Which Agent Belongs in a Risk-Aware Stack in 2026?
Dr Hernani Costa
The Claude Code Threat Model: Hooks, MCP, Skills, and Untrusted Repos
Dr Hernani Costa
RTK vs Native Claude Code Optimization: What to Fix Before Adding Another Hook
Dr Hernani Costa
Claude Code Security in 2026: Hooks, Fake Installers, and What You Must Lock Down First
Dr Hernani Costa
Should You Standardize RTK for Claude Code Across Your Team Yet?
Dr Hernani Costa
Private RAG in 2026: What Still Belongs On-Device and What Should Move to Managed Services
Dr Hernani Costa
When Agent-to-Agent Interoperability Helps and When It Just Adds Complexity
Dr Hernani Costa
A2A in 2026: What Technical Leaders Should Watch Before Standardizing It
Dr Hernani Costa
EU AI Act Questions Technical Leaders Should Answer Before Scaling Agentic Workflows
Dr Hernani Costa
The Agent Is Not the Broken Part: Why Environment Readiness Now Decides AI Delivery
Dr Hernani Costa