Why Agentic AI Pilots Die at Production: The Implementation Layer No Vendor Replaces
Dr Hernani Costa
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1002 posts published so far
How to Map Data Flows in a Local-First AI Assistant
Dr Hernani Costa
Skills, Memory, and Agent Harnesses Are the Next AI Platform Layer
Dr Hernani Costa
The Local-First AI Stack: Privacy Trade-Offs European Teams Need to Understand
Dr Hernani Costa
How to Evaluate MCP Servers Before You Connect Them to Enterprise Workflows
Dr Hernani Costa
Should Your Maintainer Health Rubric Change by Dependency Tier?
Dr Hernani Costa
How to Automate a Maintainer Health Rubric in CI Before You Adopt an AI Tool
Dr Hernani Costa
Maintainer Health Matters More Than GitHub Stars for AI Tool Procurement
Dr Hernani Costa
Open-Source AI Tool Security Checklist for European Scale-Ups
Dr Hernani Costa
How to Run a 30-Day Pilot for an Open-Source AI Coding Agent
Dr Hernani Costa
Why GitHub Stars Are a Bad Procurement Metric for AI Tools
Dr Hernani Costa
The Open-Source AI Repos European Engineering Teams Should Watch Right Now
Dr Hernani Costa
The New AI Development Stack: Premium Reasoning, Low-Cost Execution
Dr Hernani Costa
Kimi 2.6 as an AI Engineering Auditor: Where It Actually Fits
Dr Hernani Costa
The Local-First AI Assistant Wave: Privacy, Control, and Enterprise Adoption
Dr Hernani Costa
Coding Agents Are Splitting Into Two Camps: Terminal-Native vs Workflow-Native
Dr Hernani Costa
Why Rust Is Becoming the Infrastructure Language for AI Developer Tools
Dr Hernani Costa
The Open-Source AI Stack Engineering Leaders Should Watch in 2026
Dr Hernani Costa
Pkl vs YAML: Why Developers Should Consider Typed Configuration in 2026
Dr Hernani Costa
Canonical Docs Are the Most Underrated AI Memory System
Dr Hernani Costa
The Memory Layer Enterprises Actually Need for AI Agents
Dr Hernani Costa
The GitHub Automation Stack Most Engineering Teams Are Still Underusing
Dr Hernani Costa
The Merge Button Should Be Policy, Not a Person
Dr Hernani Costa
GitHub in 2026: From a Weekend Project to the Runtime for AI Agents
Dr Hernani Costa
What Your AI Acceptable Use Policy Should Actually Cover (And What Most Companies Miss)
Dr Hernani Costa