Getting Started with F.O.R.G.E
Step 1: Understand the Matrix
The F.O.R.G.E matrix organizes agentic AI development methods into 8 tactical pillars. Start by reading the matrix overview to understand the full scope of the framework.
Each column represents a tactic (a strategic area of agentic AI development). Each cell within a column represents a method (a specific practice you can implement).
Step 2: Assess Your Current State
Walk through each tactic and honestly evaluate which methods your team already uses, partially implements, or hasn't considered. Most teams will find they're strong in some areas and have gaps in others.
Common patterns:
- Technical teams tend to be strong in Execution and Quality but weak in Governance and Knowledge
- Enterprise teams tend to be strong in Governance but weak in Team Design and Evolution
- Solo practitioners tend to be strong in Foundation but weak in everything that requires structure
Step 3: Start with Foundation
The Foundation tactic (FT01) contains the philosophical underpinnings that inform everything else. If you don't have clarity on why you're collaborating with AI and what each party brings to the table, the operational methods won't stick.
Key starting methods:
- FG-0101: Two-Layer Integration - Understand what you bring vs. what AI brings
- FG-0102: Agent Protection Policy - Decide how you'll treat AI agents
- FG-0103: People Over Process - Set the right priorities
Step 4: Establish Governance
Before scaling your AI collaboration, establish the rules. Without governance, AI agents will make decisions you didn't authorize, access information they shouldn't, and create chaos that scales faster than you can fix it.
Minimum viable governance:
- FG-0201: Authority Architecture - Who has final say?
- FG-0202: Operational Directives - What rules are inviolable?
- FG-0203: Trust Tiers - What can each agent access?
Step 5: Design Your Team
One generalist AI agent will give you generalist results. Specialized agents with distinct roles create focused, higher-quality output and reduce the "well, it depends" hedging that comes from asking one entity to hold contradictory requirements.
Start with FG-0301: Agent Specialization and build from there.
Step 6: Build Knowledge Systems
The number one complaint about AI collaboration: "It doesn't remember anything." This is a solvable problem, but only if you build the systems to solve it. The Knowledge tactic (FT07) covers everything from session handoffs to institutional memory.
Step 7: Iterate
F.O.R.G.E is not a checklist you complete once. It's a framework you grow into. Start with the methods that address your biggest pain points, measure the results, and expand from there. The Evolution tactic (FT08) covers how to track progress and adapt the framework to your needs.
Implementation Tiers
Adopt F.O.R.G.E at the level that matches your scale:
| Tier | Scale | Focus | Methods |
|---|---|---|---|
| Solo | 1 human, 1-3 AI agents | Foundation + Knowledge | ~10 core methods |
| Team | 2-5 humans, multiple AI agents | + Governance + Team Design | ~25 methods |
| Organization | 5+ humans, scaled AI operations | Full framework | All 57 methods |
Step 8: Contribute Back
F.O.R.G.E was built from one team's experience, but it grows from everyone's. If you discover a pattern that works, a method that's missing, or a sub-method that would make a technique more concrete, contribute it back.
- Propose a sub-method based on what you've learned
- Propose a new technique for domains the framework doesn't cover yet
- Read the contribution guide for the full process
Your war stories become someone else's playbook. That's how the framework scales.