jgrusewski 259082279d docs: ML inference production cleanup implementation plan ...

8-task plan covering:
- Delete ~4,600 lines of dead code (push_metrics, legacy tests/benches)
- Remove MLFeatureExtractor from trading_agent_service
- Delete MLFeatureExtractor + SimpleDQNAdapter from ml_strategy.rs (~2,100 lines)
- Refactor SharedMLStrategy to new_with_models() constructor
- Update all callers (backtesting, integration tests)
- Create EnsembleModelAdapter + build_production_strategy() factory
- Harden metrics HTTP server (timeout, size limit, charset)
- Full verification

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

2026-03-01 17:23:07 +01:00

..

2026-02-26-on-demand-training-design.md

docs: add on-demand training dispatch design

2026-02-26 11:39:05 +01:00

2026-02-26-on-demand-training-implementation.md

docs: add on-demand training dispatch implementation plan

2026-02-26 11:42:54 +01:00

2026-02-26-training-pipeline-design.md

feat(ml): add manually-triggered GitLab CI training pipeline

2026-02-26 09:04:58 +01:00

2026-02-26-training-pipeline-implementation.md

feat(ml): add manually-triggered GitLab CI training pipeline

2026-02-26 09:04:58 +01:00

2026-02-27-autonomous-agents-design.md

docs: autonomous CI agents design — OpenHands + GitLab issue bus

2026-02-27 08:14:17 +01:00

2026-02-27-autonomous-agents-implementation.md

docs: add autonomous agents implementation plan (23 tasks, 6 phases)

2026-02-27 08:20:56 +01:00

2026-02-27-cockpit-nat-gateway-design.md

docs: add Cockpit metrics + NAT gateway design

2026-02-27 00:27:23 +01:00

2026-02-27-cockpit-nat-gateway-implementation.md

docs: add implementation plan for Cockpit metrics + NAT gateway

2026-02-27 00:30:06 +01:00

2026-02-27-gpu-resource-optimization-design.md

docs: GPU resource optimization design — RL→L4, supervised→L40S

2026-02-27 16:15:07 +01:00

2026-02-27-gpu-resource-optimization-implementation.md

docs: GPU resource optimization implementation plan

2026-02-27 16:16:55 +01:00

2026-02-27-training-deploy-design.md

docs: add training pipeline & model deployment design

2026-02-27 22:08:26 +01:00

2026-02-27-training-deploy-plan.md

docs: add training pipeline & model deployment implementation plan

2026-02-27 22:13:29 +01:00

2026-02-28-gpu-pipeline-design.md

perf: eliminate heap-alloc Decimal→float casts across 19 files (36 instances)

2026-02-28 02:29:04 +01:00

2026-02-28-gpu-pipeline-phase2b-design.md

docs: add GPU pipeline Phase 2b design — zero-roundtrip CUDA experience collection

2026-02-28 11:51:43 +01:00

2026-02-28-gpu-pipeline-phase2b-implementation.md

docs: add Phase 2b implementation plan — 10 tasks for zero-roundtrip kernel

2026-02-28 11:58:30 +01:00

2026-02-28-gpu-pipeline-phase2c-implementation.md

docs: add PPO CUDA pipeline Phase 2c implementation plan — 11 tasks

2026-02-28 13:07:20 +01:00

2026-02-28-gpu-utilization-optimization-design.md

docs: GPU utilization optimization design

2026-02-28 21:18:51 +01:00

2026-02-28-gpu-utilization-optimization-implementation.md

docs: GPU utilization optimization implementation plan

2026-02-28 21:24:51 +01:00

2026-02-28-numeric-type-standardization-design.md

docs: numeric type standardization design (i64/6dp financial types)

2026-02-28 02:32:46 +01:00

2026-02-28-numeric-type-standardization-implementation.md

docs: numeric type standardization implementation plan

2026-02-28 02:37:53 +01:00

2026-02-28-ppo-cuda-pipeline-design.md

docs: add PPO CUDA pipeline Phase 2c design — zero-roundtrip experience collection

2026-02-28 12:59:45 +01:00

2026-02-28-s3-binary-share-design.md

docs: add S3 binary share design — eliminate Docker builds, faster pod startup

2026-02-28 17:46:13 +01:00

2026-02-28-s3-binary-share-implementation.md

docs: add S3 binary share implementation plan (15 tasks)

2026-02-28 17:50:37 +01:00

2026-03-01-ml-inference-production-cleanup-design.md

docs: ML inference production cleanup design

2026-03-01 17:16:08 +01:00

2026-03-01-ml-inference-production-cleanup-implementation.md

docs: ML inference production cleanup implementation plan

2026-03-01 17:23:07 +01:00

2026-03-01-real-metrics-overhaul-design.md

docs: add real metrics overhaul design

2026-03-01 01:51:24 +01:00

2026-03-01-real-metrics-overhaul-implementation.md

docs: add real metrics overhaul implementation plan

2026-03-01 02:00:08 +01:00

2026-03-01-training-metrics-common-design.md

docs: training metrics design — common::metrics ownership

2026-03-01 15:23:41 +01:00