Dr Hernani Costa

Amsterdam, Netherlands Joined on Jan 5, 2026 https://firstaimovers.com

Education

PhD in Computational Linguistics

Work

CEO & Founder at First AI Movers

Dr Hernani Costa

May 9

Managed Agents Over Copilots: The 12-Month Operating Model

#ai #automation #business #productivity

8 min read

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Dr Hernani Costa

May 8

AI Readiness vs. Consulting: Which Path Cuts Risk First

#ai #business #strategy #automation

3 min read

Dr Hernani Costa

May 7

AI Consulting Scope Creep: Why Amsterdam SMEs Fail Before Starting

#ai #business #automation #consulting

3 min read

Dr Hernani Costa

May 6

GitHub's Coding Agent: The Workflow Restructuring Signal

#ai #automation #business #productivity

3 min read

Dr Hernani Costa

May 5

AI Architecture Review: Control Before Scale

#ai #architecture #automation #governance

8 min read

Dr Hernani Costa

May 4

Claude Code 2026: Terminal-First Control Over IDE Comfort

#ai #automation #devops #architecture

7 min read

Dr Hernani Costa

May 3

MCP Context Layer Design: The $2M Governance Gap

#ai #automation #architecture #governance

7 min read

Dr Hernani Costa

May 2

Coding-Agent Stack 2026: Control Model Over Tool Selection

#ai #automation #devops #business

6 min read

Dr Hernani Costa

May 1

Agentic Dev Ops: The $2M Governance Gap in 90 Days

#ai #automation #devops #business

8 min read

Dr Hernani Costa

Apr 30

AI DevOps in 2026: When Tool Choice Becomes Governance

#ai #devops #automation #business

6 min read

Dr Hernani Costa

Apr 29

AI Coding Stack ROI: Why Tool Choice Drives $500K+ Delivery Risk

#ai #automation #business #engineering

8 min read

Dr Hernani Costa

Apr 28

AI Code Review: From Vibe to Verification

#ai #engineering #devops #automation

6 min read

Dr Hernani Costa

Apr 27

GPT-5.4 Agent Workflows: Why Implementation Beats Features

#ai #automation #business #productivity

6 min read

Dr Hernani Costa

Apr 26

Agent Workflow Design: Why GPT-5.4 Access Isn't Enough

#ai #automation #architecture #business

7 min read

Dr Hernani Costa

Apr 25

KV Cache Compression: The $2M Infrastructure Arbitrage

#ai #performance #architecture #business

7 min read

Dr Hernani Costa

Apr 24

B2B AI Architecture: Billing, Workspace & Legal Entity Separation

#architecture #ai #business #backend

6 min read

Dr Hernani Costa

Apr 23

Web Data Layer APIs: The $2M Margin Trap Most AI Builders Miss

#ai #automation #business #productivity

8 min read

Dr Hernani Costa

Apr 22

Web Data Pipelines: Why AI Needs Eyes Before Hands

#ai #automation #business #productivity

7 min read

Dr Hernani Costa

Apr 21

RAG Document Ingestion: Why CPU-First Beats GPU Guessing

#ai #automation #programming #productivity

7 min read

Dr Hernani Costa

Apr 20

Claude + Codex: The $20-$200 Pricing Gap Killing Solo Builders

#ai #productivity #automation #career

8 min read

Dr Hernani Costa

Apr 19

CEO AI Adoption: 90-Day Playbook to Avoid $2M Pilot Waste

#ai #business #strategy #leadership

3 min read

Dr Hernani Costa

Apr 18

Claude Max 20x vs Cursor: The €35/Month Workflow Decision

#ai #automation #productivity #business

7 min read

Dr Hernani Costa

Apr 17

AI Agent Harness Design: The $200 Moat vs $9 Failure

#ai #agents #architecture #business

9 min read

Dr Hernani Costa

Apr 16

Claude Code Rate Limits: The Portable Agent Contract Pattern

#ai #automation #productivity #programming

9 min read

Dr Hernani Costa

Apr 15

Local AI for EU SMEs: Privacy Without Vendor Lock-In

#ai #privacy #architecture #business

9 min read

Dr Hernani Costa

Apr 14

AI Operating Model for EU SMEs: From Pilots to Production

#ai #business #strategy #automation

6 min read

Dr Hernani Costa

Apr 13

EU AI Strategy: Industrial Plan Over Pilots

#ai #strategy #business #automation

9 min read

Dr Hernani Costa

Apr 12

Sovereign AI for EU Companies: The 5-Layer Control Model

#ai #governance #business #automation

9 min read

Dr Hernani Costa

Apr 11

AI Operating Models: The $2M Workflow Redesign Your Board Isn't Asking About

#ai #automation #business #productivity

8 min read

Dr Hernani Costa

Apr 10

Tokens per Approved Outcome: The AI KPI That Replaces Headcount

#ai #automation #business #productivity

7 min read

Dr Hernani Costa

Apr 9

EU CEO AI Execution: From Pilots to Operating Model

#ai #business #strategy #productivity

7 min read

Dr Hernani Costa

Apr 8

AI Agents: Workflow Redesign, Not Task Theater

#ai #automation #business #productivity

6 min read

Dr Hernani Costa

Apr 7

Sovereign Media Engine: Own Your Audience Before AI Search Does

#ai #business #automation #strategy

7 min read

Dr Hernani Costa

Apr 6

AI Pilots Never Ship: The Operating Model That Does

#ai #automation #business #sme

7 min read

Dr Hernani Costa

Apr 5

Token Strategy for EU SMEs: The AI Economics Shift

#ai #automation #business #strategy

7 min read

Dr Hernani Costa

Apr 4

AI Stack Selection: Workflow Fit Over Model Hype

#ai #automation #business #strategy

8 min read

Dr Hernani Costa

Apr 3

OpenRouter Multi-Model Routing: Vendor Lock-In vs. Strategic Flexibility

#ai #automation #architecture #business

6 min read

Dr Hernani Costa

Apr 2

AI-Native Engineering: The $2M Compliance Trap for EU SMEs

#ai #automation #compliance #business

6 min read

Dr Hernani Costa

Apr 1

Design-to-Code Compression: How AI Closes the Figma Gap

#ai #frontend #automation #productivity

6 min read

Dr Hernani Costa

Mar 31

Graph Engine Choice: React Flow vs Cytoscape ROI

#ai #automation #business #programming

6 min read

Dr Hernani Costa

Mar 30

AI Integration Sprawl: The $500k Governance Gap

#ai #governance #automation #business

6 min read

Dr Hernani Costa

Mar 30

Claude Code Teams: From Demo to Delivery System

#ai #automation #business #productivity

6 min read

Dr Hernani Costa

Mar 30

CLAUDE.md for Teams: Context as Infrastructure

#ai #automation #engineering #productivity

6 min read

Dr Hernani Costa

Mar 30

Claude Stack Architecture: Review vs. Execution vs. Routing

#ai #automation #architecture #productivity

6 min read

Dr Hernani Costa

Mar 30

MCP Protocol: The $2M Integration Debt Trap

#ai #architecture #automation #business

7 min read

Dr Hernani Costa

Mar 30

AI Coding Rollouts Fail Without Governance

#ai #governance #automation #business

7 min read

Dr Hernani Costa

Mar 29

Claude Prompt Architecture: Execution Contracts Over Complexity

#ai #automation #productivity #business

6 min read

Dr Hernani Costa

Mar 29

RTK for Claude Code: Hook Security Over Token Savings

#ai #automation #security #devops

5 min read

Dr Hernani Costa

Mar 29

Claude Code Hooks: The $50k Security Audit You Skip

#ai #automation #security #productivity

6 min read

Dr Hernani Costa

Mar 29

Claude Desktop vs Terminal: Config Without Chaos

#ai #automation #productivity #programming

5 min read

Dr Hernani Costa

Mar 29

Job-Shaped AI: Moving Claude Beyond Chat

#ai #automation #business #productivity

8 min read

Dr Hernani Costa

Mar 29

Agentic AI at 1,000+ RPS: The Architecture That Survives Cost Pressure

#ai #architecture #automation #business

6 min read

Dr Hernani Costa

Mar 28

LangGraph vs. LangChain: Production AI Architecture 2026

#ai #architecture #automation #business

10 min read

Dr Hernani Costa

Mar 27

Agentic AI Isn't a Script: Why Production Fails

#ai #architecture #automation #production

7 min read

Dr Hernani Costa

Mar 27

Claude Code vs Cowork: The $50k Architecture Decision

#ai #automation #productivity #business

8 min read

Dr Hernani Costa

Mar 26

Dify vs n8n: Architectural Roles for Low-Latency AI

#ai #architecture #automation #business

7 min read

Dr Hernani Costa

Mar 26

AI Layoffs Cost Twice: Why 50% of Companies Rehire by 2027

#ai #business #automation #leadership

7 min read

Dr Hernani Costa

Mar 26

AI Adoption Stalls: The Workflow Bottleneck

#ai #automation #business #strategy

7 min read

Dr Hernani Costa

Mar 26

AI Vendor Due Diligence: 12 Questions Before Buying in 2026

#ai #business #procurement #governance

8 min read

Dr Hernani Costa

Mar 26

Hybrid AI Workbench: The $10M Exit Asset CTOs Miss

#ai #architecture #business #automation

7 min read

Writing Debut

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