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Appendix I: Roadmap

Current status of Sovereign AI Stack components, planned features, and community contribution areas.

Stack Component Status

ComponentVersionMaturityNotes
trueno0.14.xStableSIMD/GPU primitives
trueno-db0.3.xBetaGPU-first analytics DB
trueno-zram-core0.3.xBetaSIMD compression
repartir2.0.xStableDistributed compute
aprender0.24.xStableML algorithms, APR v2
entrenar0.5.xBetaTraining, LoRA/QLoRA
realizar0.5.xBetaInference engine
whisper-apr0.1.xAlphaPure Rust Whisper ASR
simular0.1.xAlphaSimulation engine
jugar0.1.xAlphaGame engine
alimentar0.2.xBetaParquet/Arrow loading
pacha0.2.xBetaModel registry
renacer0.9.xStableSyscall tracing
batuta0.6.xBetaOrchestration

Planned Features

Near-Term

FeatureComponentDescription
Plugin APIbatutaCustom transpiler plugins
ONNX importrealizarDirect ONNX model loading
WebGPU computetruenoBrowser GPU acceleration

Medium-Term (3-6 Months)

FeatureComponentDescription
Go transpilerbatutaGo to Rust transpilation
Model mergeentrenarTIES/DARE/SLERP strategies
Speculative decodingrealizarDraft model acceleration

Long-Term (6-12 Months)

FeatureComponentDescription
Self-hosted trainingentrenarFull training without Python
Federated learningentrenar + repartirPrivacy-preserving distributed training

Community Contribution Areas

LevelAreas
BeginnerDocs, Oracle recipes, test coverage, clippy fixes
IntermediateDependency mappings, benchmarks, ARM SIMD, WASM compat
AdvancedTranspiler plugins, GPU kernels, distributed strategies

Version Policy

Components follow semver. Targeting 1.0 requires: 95%+ coverage, stable API, complete docs.

batuta stack versions          # Check current versions
make stack-outdated            # Find outdated deps

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