DeltaForceOS Advanced Curriculum
Run secure, observable, profitable agent fleets.
The advanced track covers security, observability, cost routing, self-improving loops, multi-agent command-center architecture, and the agency pricing and delivery engine.
/ Lessons
Secure Agents and Prompt Injection Defense
Permissions, secrets, data boundaries, and hostile inputs Workbook: /resources/agent-security-threat-model.pdf Codex route: /resources/agent-security-threat-model-codex-build-guide.pdf Claude Code route: /resources/agent-security-threat-model-claude-code-build-guide.pdf
Observability Stack
Trace model quality, costs, latency, and user outcomes Workbook: /resources/agent-observability.pdf Codex route: /resources/agent-observability-codex-build-guide.pdf Claude Code route: /resources/agent-observability-claude-code-build-guide.pdf
Cost Optimization and Model Routing
Spend heavy-model money only where it changes the result Workbook: /resources/cost-optimization.pdf Codex route: /resources/cost-optimization-codex-build-guide.pdf Claude Code route: /resources/cost-optimization-claude-code-build-guide.pdf
Self-Improving Agent Loops
Feedback, evals, memory, and controlled evolution Workbook: /resources/self-improving-agent.pdf Codex route: /resources/self-improving-agent-codex-build-guide.pdf Claude Code route: /resources/self-improving-agent-claude-code-build-guide.pdf
52-Agent Command Center Architecture
Supervisor, workers, queues, dashboards, and human approval Workbook: /resources/fifty-two-agent-architecture.pdf Codex route: /resources/fifty-two-agent-architecture-codex-build-guide.pdf Claude Code route: /resources/fifty-two-agent-architecture-claude-code-build-guide.pdf
Agency Pricing and Delivery Engine
Turn the stack into retainers, margins, and monthly ROI Workbook: /resources/ai-agency-pricing-playbook.pdf Codex route: /resources/ai-agency-pricing-playbook-codex-build-guide.pdf Claude Code route: /resources/ai-agency-pricing-playbook-claude-code-build-guide.pdf