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9+ Amber_Taskboard.md
Original file line number Diff line number Diff line change 1+ # Roadmap
2+
3+ ## In Progress
4+ - Anomaly threshold optimization — benchmark data shows 0.80 is strictly superior to current 0.50 default (F1: 1.000 vs 0.667). Code change pending.
5+ - Cross-platform immutability hardening — Linux (FS_IMMUTABLE_FL), macOS (UF_IMMUTABLE), Windows (NTFS ACL) landed. Testing coverage for macOS/Windows paths.
6+
7+ ## v0.2.0
8+ - Benchmark-driven threshold update (0.50 → 0.80)
9+ - TUI timeline pagination for large version histories
10+ - ` amber search ` regex support and formatted output
11+ - Improved error diagnostics for permission and filesystem compatibility issues
12+
13+ ## v0.3.0
14+ - Real bsdiff delta benchmarks through Rust code path
15+ - Training framework integration examples (PyTorch Lightning callback, HuggingFace Trainer hook)
16+ - ` amber analytics ` — session-level statistics (loss curves, score trends, storage usage)
17+ - Checkpoint provenance chain visualization in TUI
18+
19+ ## v1.0.0
20+ - S3-compatible remote backend
21+ - Distributed store replication (multi-node)
22+ - CUDA-aware checkpoint interception (hook at ` torch.save ` level)
23+ - REST API for CI/CD pipeline integration
24+ - Formal verification of manifest chain integrity (Merkle tree upgrade)
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