Guides
Practical guides for configuring and integrating OpenFlows into your development workflow.
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Agent Setup
Configure NEXUS, FORGE, SENTINEL, LORE, and VESSEL - registry.json, model routing, Coder modules, and worker scaling.
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Model Routing
Per-agent provider selection, cost optimization, adversarial review across model families, and AI Gateway fallback.
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Cost Optimization
Shrink FORGE context, reduce SENTINEL rounds, downgrade VESSEL/LORE models, scale instances deliberately.
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LiteLLM Fallback
Air-gapped deployments: configure LiteLLM proxy for local models when Coder AI Gateway is unavailable.
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Multi-Tenancy
Tenant model, Coder RBAC, Redis keyspace isolation, and per-tenant NEXUS workspaces.
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Multi-Tenancy CLI
Commands to add, remove, isolate, and resume tenants.
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NEXUS Workspaces
Per-tenant NEXUS workspace setup, fault isolation, and service accounts.
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Extending: Skills
Add skills via SKILL.md, register in registry.json v2.
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Extending: MCP
Register MCP servers globally or per-agent in registry.json.
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Extending: Models
Custom model definitions, aliases, cost tiers in registry.json.
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Operations & Monitoring
Production runbooks, TUI usage, log inspection, Redis monitoring, and scaling workers.
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Troubleshooting
Common failures, diagnostics, Coder connectivity, token issues, and how to read STATUS.json.
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Connectivity & Auth
Coder API reachability, token rotation, GitHub external auth issues.
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Worker & Pipeline
Worker timeouts, SENTINEL rejection loops, merge conflicts, STATUS.json deep-dive.