OPENCLAW ACADEMYLEARN / FIELD MANUAL

Course changelog

Local Models, Performance and Cost Control

Version support, learner impact, sources, and review receipts.

· assessment

Publishes a bounded benchmark lab, scorecard, worked check, and original diagram brief.

Affected lessons: openclaw-local-models-performance-cost.benchmark

Receipt: rr_local_models_benchmark_fixture · authored by academy-editorial · reviewed by academy-specification-review

· structure

Publishes a bounded lesson for local inference boundaries and capacity assumptions.

Affected lessons: openclaw-local-models-performance-cost.boundary-gpu

Receipt: rr_local_models_boundary_gpu_fixture · authored by academy-editorial · reviewed by academy-specification-review

· structure

Publishes a bounded lesson for context, tail latency, queueing, and concurrency measurement.

Affected lessons: openclaw-local-models-performance-cost.context-performance

Receipt: rr_local_models_context_performance_fixture · authored by academy-editorial · reviewed by academy-specification-review

· assessment

Publishes the fallback exercise, regression loop, model decision record, and weighted capstone rubric.

Affected lessons: openclaw-local-models-performance-cost.fallback-capstone

Receipt: rr_local_models_fallback_capstone_fixture · authored by academy-editorial · reviewed by academy-specification-review

· assessment

Publishes a bounded routing-policy and budget-quota exercise with escalation boundaries.

Affected lessons: openclaw-local-models-performance-cost.routing-cost

Receipt: rr_local_models_routing_cost_fixture · authored by academy-editorial · reviewed by academy-specification-review

· structure

Publishes a bounded lesson for workload classification and measurable decision boundaries.

Affected lessons: openclaw-local-models-performance-cost.workload-policy

Receipt: rr_local_models_workload_policy_fixture · authored by academy-editorial · reviewed by academy-specification-review

All course changes