Forem

Dr Hernani Costa profile picture

Dr Hernani Costa

Founder @ First AI Movers. PhD | Senior AI Architect | Fractional CTO | Governance | Strategy | Automation | Agents

Location Amsterdam, Netherlands Joined Joined on  Personal website https://firstaimovers.com github website twitter website

Education

PhD in Computational Linguistics

Work

CEO & Founder at First AI Movers

Claude Max 20x vs Cursor: The €35/Month Workflow Decision
Cover image for Claude Max 20x vs Cursor: The €35/Month Workflow Decision
dr_hernani_costa profile

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

#ai #automation #productivity #business
Comments
7 min read

Want to connect with Dr Hernani Costa?

Create an account to connect with Dr Hernani Costa. You can also sign in below to proceed if you already have an account.

Create Account
Already have an account? Sign in
AI Agent Harness Design: The $200 Moat vs $9 Failure
Cover image for AI Agent Harness Design: The $200 Moat vs $9 Failure
dr_hernani_costa profile

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

#ai #agents #architecture #business
Comments
9 min read
Claude Code Rate Limits: The Portable Agent Contract Pattern
Cover image for Claude Code Rate Limits: The Portable Agent Contract Pattern
dr_hernani_costa profile

Claude Code Rate Limits: The Portable Agent Contract Pattern

#ai #automation #productivity #programming
Comments
9 min read
Local AI for EU SMEs: Privacy Without Vendor Lock-In
Cover image for Local AI for EU SMEs: Privacy Without Vendor Lock-In
dr_hernani_costa profile

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

#ai #privacy #architecture #business
Comments
9 min read
AI Operating Model for EU SMEs: From Pilots to Production
Cover image for AI Operating Model for EU SMEs: From Pilots to Production
dr_hernani_costa profile

AI Operating Model for EU SMEs: From Pilots to Production

#ai #business #strategy #automation
Comments
6 min read
EU AI Strategy: Industrial Plan Over Pilots
Cover image for EU AI Strategy: Industrial Plan Over Pilots
dr_hernani_costa profile

EU AI Strategy: Industrial Plan Over Pilots

#ai #strategy #business #automation
Comments
9 min read
Sovereign AI for EU Companies: The 5-Layer Control Model
Cover image for Sovereign AI for EU Companies: The 5-Layer Control Model
dr_hernani_costa profile

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

#ai #governance #business #automation
Comments
9 min read
AI Operating Models: The $2M Workflow Redesign Your Board Isn't Asking About
Cover image for AI Operating Models: The $2M Workflow Redesign Your Board Isn't Asking About
dr_hernani_costa profile

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

#ai #automation #business #productivity
Comments
8 min read
Tokens per Approved Outcome: The AI KPI That Replaces Headcount
Cover image for Tokens per Approved Outcome: The AI KPI That Replaces Headcount
dr_hernani_costa profile

Tokens per Approved Outcome: The AI KPI That Replaces Headcount

#ai #automation #business #productivity
Comments
7 min read
EU CEO AI Execution: From Pilots to Operating Model
Cover image for EU CEO AI Execution: From Pilots to Operating Model
dr_hernani_costa profile

EU CEO AI Execution: From Pilots to Operating Model

#ai #business #strategy #productivity
Comments
7 min read
AI Agents: Workflow Redesign, Not Task Theater
Cover image for AI Agents: Workflow Redesign, Not Task Theater
dr_hernani_costa profile

AI Agents: Workflow Redesign, Not Task Theater

#ai #automation #business #productivity
Comments
6 min read
Sovereign Media Engine: Own Your Audience Before AI Search Does
Cover image for Sovereign Media Engine: Own Your Audience Before AI Search Does
dr_hernani_costa profile

Sovereign Media Engine: Own Your Audience Before AI Search Does

#ai #business #automation #strategy
Comments
7 min read
AI Pilots Never Ship: The Operating Model That Does
Cover image for AI Pilots Never Ship: The Operating Model That Does
dr_hernani_costa profile

AI Pilots Never Ship: The Operating Model That Does

#ai #automation #business #sme
1
Comments
7 min read
Token Strategy for EU SMEs: The AI Economics Shift
Cover image for Token Strategy for EU SMEs: The AI Economics Shift
dr_hernani_costa profile

Token Strategy for EU SMEs: The AI Economics Shift

#ai #automation #business #strategy
1
Comments
7 min read
AI Stack Selection: Workflow Fit Over Model Hype
Cover image for AI Stack Selection: Workflow Fit Over Model Hype
dr_hernani_costa profile

AI Stack Selection: Workflow Fit Over Model Hype

#ai #automation #business #strategy
Comments
8 min read
OpenRouter Multi-Model Routing: Vendor Lock-In vs. Strategic Flexibility
Cover image for OpenRouter Multi-Model Routing: Vendor Lock-In vs. Strategic Flexibility
dr_hernani_costa profile

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

#ai #automation #architecture #business
Comments
6 min read
AI-Native Engineering: The $2M Compliance Trap for EU SMEs
Cover image for AI-Native Engineering: The $2M Compliance Trap for EU SMEs
dr_hernani_costa profile

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

#ai #automation #compliance #business
Comments
6 min read
Design-to-Code Compression: How AI Closes the Figma Gap
Cover image for Design-to-Code Compression: How AI Closes the Figma Gap
dr_hernani_costa profile

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

#ai #frontend #automation #productivity
Comments
6 min read
Graph Engine Choice: React Flow vs Cytoscape ROI
Cover image for Graph Engine Choice: React Flow vs Cytoscape ROI
dr_hernani_costa profile

Graph Engine Choice: React Flow vs Cytoscape ROI

#ai #automation #business #programming
Comments
6 min read
AI Integration Sprawl: The $500k Governance Gap
Cover image for AI Integration Sprawl: The $500k Governance Gap
dr_hernani_costa profile

AI Integration Sprawl: The $500k Governance Gap

#ai #governance #automation #business
Comments
6 min read
Claude Code Teams: From Demo to Delivery System
Cover image for Claude Code Teams: From Demo to Delivery System
dr_hernani_costa profile

Claude Code Teams: From Demo to Delivery System

#ai #automation #business #productivity
Comments
6 min read
CLAUDE.md for Teams: Context as Infrastructure
Cover image for CLAUDE.md for Teams: Context as Infrastructure
dr_hernani_costa profile

CLAUDE.md for Teams: Context as Infrastructure

#ai #automation #engineering #productivity
Comments
6 min read
Claude Stack Architecture: Review vs. Execution vs. Routing
Cover image for Claude Stack Architecture: Review vs. Execution vs. Routing
dr_hernani_costa profile

Claude Stack Architecture: Review vs. Execution vs. Routing

#ai #automation #architecture #productivity
Comments
6 min read
MCP Protocol: The $2M Integration Debt Trap
Cover image for MCP Protocol: The $2M Integration Debt Trap
dr_hernani_costa profile

MCP Protocol: The $2M Integration Debt Trap

#ai #architecture #automation #business
Comments
7 min read
AI Coding Rollouts Fail Without Governance
Cover image for AI Coding Rollouts Fail Without Governance
dr_hernani_costa profile

AI Coding Rollouts Fail Without Governance

#ai #governance #automation #business
1
Comments
7 min read
Claude Prompt Architecture: Execution Contracts Over Complexity
Cover image for Claude Prompt Architecture: Execution Contracts Over Complexity
dr_hernani_costa profile

Claude Prompt Architecture: Execution Contracts Over Complexity

#ai #automation #productivity #business
Comments
6 min read
RTK for Claude Code: Hook Security Over Token Savings
Cover image for RTK for Claude Code: Hook Security Over Token Savings
dr_hernani_costa profile

RTK for Claude Code: Hook Security Over Token Savings

#ai #automation #security #devops
Comments
5 min read
Claude Code Hooks: The $50k Security Audit You Skip
Cover image for Claude Code Hooks: The $50k Security Audit You Skip
dr_hernani_costa profile

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

#ai #automation #security #productivity
Comments
6 min read
Claude Desktop vs Terminal: Config Without Chaos
Cover image for Claude Desktop vs Terminal: Config Without Chaos
dr_hernani_costa profile

Claude Desktop vs Terminal: Config Without Chaos

#ai #automation #productivity #programming
Comments
5 min read
Job-Shaped AI: Moving Claude Beyond Chat
Cover image for Job-Shaped AI: Moving Claude Beyond Chat
dr_hernani_costa profile

Job-Shaped AI: Moving Claude Beyond Chat

#ai #automation #business #productivity
Comments
8 min read
Agentic AI at 1,000+ RPS: The Architecture That Survives Cost Pressure
Cover image for Agentic AI at 1,000+ RPS: The Architecture That Survives Cost Pressure
dr_hernani_costa profile

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

#ai #architecture #automation #business
1
Comments 1
6 min read
LangGraph vs. LangChain: Production AI Architecture 2026
Cover image for LangGraph vs. LangChain: Production AI Architecture 2026
dr_hernani_costa profile

LangGraph vs. LangChain: Production AI Architecture 2026

#ai #architecture #automation #business
Comments
10 min read
Agentic AI Isn't a Script: Why Production Fails
Cover image for Agentic AI Isn't a Script: Why Production Fails
dr_hernani_costa profile

Agentic AI Isn't a Script: Why Production Fails

#ai #architecture #automation #production
Comments
7 min read
Claude Code vs Cowork: The $50k Architecture Decision
Cover image for Claude Code vs Cowork: The $50k Architecture Decision
dr_hernani_costa profile

Claude Code vs Cowork: The $50k Architecture Decision

#ai #automation #productivity #business
Comments
8 min read
Dify vs n8n: Architectural Roles for Low-Latency AI
Cover image for Dify vs n8n: Architectural Roles for Low-Latency AI
dr_hernani_costa profile

Dify vs n8n: Architectural Roles for Low-Latency AI

#ai #architecture #automation #business
Comments
7 min read
AI Layoffs Cost Twice: Why 50% of Companies Rehire by 2027
Cover image for AI Layoffs Cost Twice: Why 50% of Companies Rehire by 2027
dr_hernani_costa profile

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

#ai #business #automation #leadership
1
Comments
7 min read
AI Adoption Stalls: The Workflow Bottleneck
Cover image for AI Adoption Stalls: The Workflow Bottleneck
dr_hernani_costa profile

AI Adoption Stalls: The Workflow Bottleneck

#ai #automation #business #strategy
Comments
7 min read
AI Vendor Due Diligence: 12 Questions Before Buying in 2026
Cover image for AI Vendor Due Diligence: 12 Questions Before Buying in 2026
dr_hernani_costa profile

AI Vendor Due Diligence: 12 Questions Before Buying in 2026

#ai #business #procurement #governance
Comments
8 min read
Hybrid AI Workbench: The $10M Exit Asset CTOs Miss
Cover image for Hybrid AI Workbench: The $10M Exit Asset CTOs Miss
dr_hernani_costa profile

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

#ai #architecture #business #automation
Comments
7 min read
90-Day AI Roadmap: From Pilot Paralysis to $500K+ Business Value
Cover image for 90-Day AI Roadmap: From Pilot Paralysis to $500K+ Business Value
dr_hernani_costa profile

90-Day AI Roadmap: From Pilot Paralysis to $500K+ Business Value

#ai #business #automation #strategy
Comments
7 min read
Hire AI Lead or Partner First? The $500k Dutch SME Decision
Cover image for Hire AI Lead or Partner First? The $500k Dutch SME Decision
dr_hernani_costa profile

Hire AI Lead or Partner First? The $500k Dutch SME Decision

#ai #business #automation #strategy
Comments
7 min read
EU AI Act Compliance: Audit vs. Governance vs. Operating Model
Cover image for EU AI Act Compliance: Audit vs. Governance vs. Operating Model
dr_hernani_costa profile

EU AI Act Compliance: Audit vs. Governance vs. Operating Model

#ai #compliance #governance #business
Comments
7 min read
AI Readiness Assessment: The $50K Decision Dutch SMEs Skip
Cover image for AI Readiness Assessment: The $50K Decision Dutch SMEs Skip
dr_hernani_costa profile

AI Readiness Assessment: The $50K Decision Dutch SMEs Skip

#ai #business #automation #strategy
Comments
7 min read
AI Transformation Lead: Closing the $2M Execution Gap
Cover image for AI Transformation Lead: Closing the $2M Execution Gap
dr_hernani_costa profile

AI Transformation Lead: Closing the $2M Execution Gap

#ai #business #automation #strategy
Comments
6 min read
Fractional AI CTO vs. Consultant: Dutch SME Playbook
Cover image for Fractional AI CTO vs. Consultant: Dutch SME Playbook
dr_hernani_costa profile

Fractional AI CTO vs. Consultant: Dutch SME Playbook

#ai #business #consulting #strategy
Comments
7 min read
AI Roadmap Vetting: The 3-Axis Framework CTOs Use to Hire
Cover image for AI Roadmap Vetting: The 3-Axis Framework CTOs Use to Hire
dr_hernani_costa profile

AI Roadmap Vetting: The 3-Axis Framework CTOs Use to Hire

#ai #hiring #architecture #business
Comments
4 min read
AI Copilots Playbook: 12-Month Execution for Fractional CTOs
Cover image for AI Copilots Playbook: 12-Month Execution for Fractional CTOs
dr_hernani_costa profile

AI Copilots Playbook: 12-Month Execution for Fractional CTOs

#ai #architecture #business #automation
Comments
6 min read
90-Day AI Platform Transformation: The Fractional CTO Playbook
Cover image for 90-Day AI Platform Transformation: The Fractional CTO Playbook
dr_hernani_costa profile

90-Day AI Platform Transformation: The Fractional CTO Playbook

#ai #architecture #devops #business
1
Comments
5 min read
Vector DB Lock-In Risk: Pinecone vs Weaviate 2026
Cover image for Vector DB Lock-In Risk: Pinecone vs Weaviate 2026
dr_hernani_costa profile

Vector DB Lock-In Risk: Pinecone vs Weaviate 2026

#ai #architecture #database #automation
Comments
7 min read
Enterprise Architecture Debt: TOGAF vs. Zachman Trade-offs
Cover image for Enterprise Architecture Debt: TOGAF vs. Zachman Trade-offs
dr_hernani_costa profile

Enterprise Architecture Debt: TOGAF vs. Zachman Trade-offs

#architecture #enterprise #togaf #business
Comments
5 min read
MCP Marketplace 2026: Choosing the Right AI Tool Hub
Cover image for MCP Marketplace 2026: Choosing the Right AI Tool Hub
dr_hernani_costa profile

MCP Marketplace 2026: Choosing the Right AI Tool Hub

#ai #automation #tools #productivity
Comments
4 min read
MCP Servers: The Operating System Tax on AI ROI
Cover image for MCP Servers: The Operating System Tax on AI ROI
dr_hernani_costa profile

MCP Servers: The Operating System Tax on AI ROI

#ai #automation #productivity #business
Comments
5 min read
Claude Desktop MCP Servers: The $50k Automation Gap
Cover image for Claude Desktop MCP Servers: The $50k Automation Gap
dr_hernani_costa profile

Claude Desktop MCP Servers: The $50k Automation Gap

#ai #automation #productivity #programming
Comments
5 min read
EU AI Act High-Risk Inventory: 14-Day Sprint
Cover image for EU AI Act High-Risk Inventory: 14-Day Sprint
dr_hernani_costa profile

EU AI Act High-Risk Inventory: 14-Day Sprint

#ai #compliance #automation #business
Comments
3 min read
AI Deployers: Where 90% of Real Risk Lives
Cover image for AI Deployers: Where 90% of Real Risk Lives
dr_hernani_costa profile

AI Deployers: Where 90% of Real Risk Lives

#ai #governance #risk #automation
Comments
6 min read
Time-Series LLMs: The $50k Health Intelligence Gap
Cover image for Time-Series LLMs: The $50k Health Intelligence Gap
dr_hernani_costa profile

Time-Series LLMs: The $50k Health Intelligence Gap

#ai #healthcare #machinelearning #automation
Comments
11 min read
Fine-Tuned Small Models Beat RAG: The 2026 Economics
Cover image for Fine-Tuned Small Models Beat RAG: The 2026 Economics
dr_hernani_costa profile

Fine-Tuned Small Models Beat RAG: The 2026 Economics

#ai #machinelearning #automation #business
1
Comments
7 min read
Health Wearable LLM: Fine-Tuning Over RAG for Coaching
Cover image for Health Wearable LLM: Fine-Tuning Over RAG for Coaching
dr_hernani_costa profile

Health Wearable LLM: Fine-Tuning Over RAG for Coaching

#ai #healthtech #machinelearning #automation
Comments
8 min read
Global Health Data Unification: The $500K Integration Decision
Cover image for Global Health Data Unification: The $500K Integration Decision
dr_hernani_costa profile

Global Health Data Unification: The $500K Integration Decision

#ai #healthtech #architecture #compliance
Comments
6 min read
SME Automation Stack: Architecture Before Platforms
Cover image for SME Automation Stack: Architecture Before Platforms
dr_hernani_costa profile

SME Automation Stack: Architecture Before Platforms

#ai #automation #business #architecture
Comments
6 min read
loading...