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Docs/Resources & Decision Guides

Resources & Decision Guides

Technical resources for understanding AI systems before committing engineering time or money.

Resources & ecosystem

Context, not empty promises.

The technology, reusable patterns, research and ecosystem context around GenJecX systems—only where it helps explain how a system could actually work.
Decision guides

Better context. Better decisions.

Technical resources for understanding AI systems before committing engineering time or money. These are decision frameworks, not generic SEO posts or claims about measured results.
GUIDE / 01

Build vs Integrate

When not to use: when the underlying problem, data, constraints or expected outcome have not been understood.

Discuss the decision →
GUIDE / 02

Agent vs Workflow

When not to use: when the underlying problem, data, constraints or expected outcome have not been understood.

Discuss the decision →
GUIDE / 03

RAG vs Fine-Tuning

When not to use: when the underlying problem, data, constraints or expected outcome have not been understood.

Discuss the decision →
GUIDE / 04

Custom Model vs Existing Model

When not to use: when the underlying problem, data, constraints or expected outcome have not been understood.

Discuss the decision →
GUIDE / 05

Local vs Hosted Models

When not to use: when the underlying problem, data, constraints or expected outcome have not been understood.

Discuss the decision →
GUIDE / 06

Vector Database vs Knowledge Graph

When not to use: when the underlying problem, data, constraints or expected outcome have not been understood.

Discuss the decision →
GUIDE / 07

Prototype vs Production

When not to use: when the underlying problem, data, constraints or expected outcome have not been understood.

Discuss the decision →
GUIDE / 08

Automation vs Intelligence

When not to use: when the underlying problem, data, constraints or expected outcome have not been understood.

Discuss the decision →