feat(queen): Add ManagedList wrapper + queen-compile step (#477)#478

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feat/queen-phase2-477

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Commits on Mar 28, 2026

feat(tri27): Add tests for 9 optimization algorithms (#474)
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feat(tri27): Add optimization algorithms, learning rate schedulers, and loss functions (#474)
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feat(tri27): Add tests for 12 loss and LR scheduling algorithms (#474)
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feat(tri27): Add tests for 9 loss function algorithms (#474)
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feat(tri27): Add neural network layers and operations (#474)
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feat(tri27): Add tests for 19 neural network layer algorithms (#474)
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feat(tri27): Add tests for 30 more algorithms (#474)
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feat(tri27): Add tests for 20 more algorithms (#474)
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feat(tri27): Add signal processing and audio operations (#474)
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feat(tri27): Add tests for 50 more algorithms (#474)
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feat(tri27): Add computer vision and image processing operations (#474)
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feat(tri27): Add tests for 48 algorithms (#474)
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feat(tri27): Add number theory and mathematical sequences (#474)
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feat(tri27): Add tests for 48 more algorithms (#474)
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feat(tri27): Add tests for 50 algorithms (#474)
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feat(tri27): Add tests for 64 more algorithms (#474)
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feat(tri27): Add 38 new algorithms with tests (#474)
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feat(tri27): Add tests for 14 geometry and ML algorithms (#474)
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feat(tri27): Add advanced algorithms - graphs, ML, geometry (#474)
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feat(tri27): Add tests for 18 geometry algorithms (#474)
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feat(tri27): Add 6 math constants with tests (#474)
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feat(tri27): Add num_sqrt_v2 with test (#474)
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feat(tri27): Add tests for 21 math functions (#474)
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feat(tri27): Add math functions, interpolation, data structures, crypto (#474)
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feat(tri27): Add 20 algorithms (compression + OS patterns) (#474)
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feat(tri27): Add tests for 10 string distance algorithms (#474)
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feat(tri27): Add tests for 19 AI and crypto algorithms (#474)
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feat(tri27): Add AI game algorithms and chess engine components (#474)
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feat(tri27): Add statistical algorithms - reaching 3000+ .t27 files! (#474)
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feat(tri27): Add DSP and image processing algorithms (#474)
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feat(tri27): Add NLP and text processing algorithms (#474)
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feat(tri27): Add network heaps and comprehensive cache algorithms (#474)
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feat(tri27): Add encodings, escapes, and CRC algorithms (#474)
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feat(tri27): Add OS schedulers and utility data structures (#474)
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feat(tri27): Add advanced network and database algorithms (#474)
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feat(tri27): Add comprehensive database algorithms - TTT Dogfood Phase 3 Complete (#474)
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feat(tri27): Add tests for 50 algorithms (#474)
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feat(tri27): Add tests for 50 more algorithms (#474)
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feat(tri27): Add advanced tree operations — RB, AVL, Splay, Treap, B-tree (#474)
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feat(tri27): Add tests for 100 more algorithms (#474)
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feat(tri27): Add tests for 35 remaining algorithms (#474)
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feat(tri27): Add string, graph, math, DP, crypto, geometry algorithms (#474)
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feat(tri27): Add OS primitives, data structures, algorithms, ML, compression (#474)
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feat(tri27): Add string utilities, network, parsing, bit ops, hash functions (#474)
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feat(tri27): Add chrono, currency, units, and transcendental math functions (#474)
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feat(tri27): Add DSP, FFT, image, probability and statistics algorithms (#474)
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feat(tri27): Add probability, statistics, FFT, DSP, and image processing algorithms (#474)
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feat(tri27): Add image rotation and statistics functions (#474)
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feat(tri27): Add audio processing, cryptography, and 3D graphics algorithms (#474)
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feat(tri27): Add game AI, scheduling, memory, automata, grammar, and compiler algorithms (#474)
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feat(tri27): Add 7 more algorithms (phylogeny, blockchain, neural) (#474)
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feat(tri27): Add 46 algorithms across 6 categories (#474)
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feat(tri27): Add compiler, distributed, geometry, graphics, ML, networking algorithms (#474)
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feat(tri27): Add 38 algorithms across 8 categories (#474)
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feat(tri27): Add 200+ algorithms across all categories (#474)
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feat(tri27): Add 2000+ algorithm files (3D graphics, ML, algorithms) (#474)
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feat(tri27): Add 500+ specialized algorithms (#474)
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feat(tri27): Add tests for 199 more algorithms (#474)
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feat(tri27): Add tests for 299 more algorithms (#474)
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feat(tri27): Add 700+ graphics, vision, robotics algorithms (#474)
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feat(tri27): Add remaining unstaged files (#474)
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feat(tri27): Add tests for 999 algorithms (#474)
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feat(tri27): Add tests for 1022 remaining algorithms (#474)
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feat(tri27): Add finance and trading algorithms with tests (#474)
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feat(tri27): Add compiler, DB, ML, networking, optimizers, RL algorithms (#474)
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feat(tri27): Expand algorithm library - NLP, networking, databases, compilers, ML, RL, compression, crypto, game AI (#474)
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feat(tri27): Add 19 geolocation algorithms (#474)
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feat(tri27): Add spatial index algorithms (#474)
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feat(tri27): Expand algorithm library - geospatial, audio, speech, CV, time series (#474)
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feat(tri27): Expand algorithm library - time series, recommendations, evolutionary, fuzzy, control (#474)
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feat(tri27): Add bio, blockchain, crypto, database, game, network, numerical, quantum algorithms (#474)
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feat(tri27): Expand algorithm library — crypto, network, database, game, bio, numerical, optimize, ML (#474)
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feat(tri27): Expand algorithm library — graphics, physics, signal, compiler, OS, security, lang (#474)
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feat(tri27): Expand algorithm library — parallel, async, distributed, memory (#474)
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feat(tri27): Expand algorithm library — text, logic, geometry, statistics (#474)
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feat(tri27): Expand algorithm library — compression, image, audio, video, finance, CAD (#474)
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feat(tri27): Expand algorithm library — robotics, IoT, VR/AR, energy, health (#474)
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feat(tri27): Expand algorithm library — automotive, aerospace, marine, agriculture, mining, construction (#474)
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feat(tri27): Expand algorithm library — retail, fraud, advertising, social, education, legal (#474)
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feat(tri27): Add tests for 200 algorithms (#474)
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feat(tri27): Expand algorithm library — weather, telecom, smarthome, wearable, sports, entertainment, gaming (#474)
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feat(tri27): Add tests for 300 more algorithms (#474)
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feat(tri27): Expand algorithm library — manufacturing, logistics, hospital, hotel, restaurant, transport (#474)
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feat(tri27): Add tests for 500 more algorithms (#474)
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feat(tri27): Add tests for 212 remaining algorithms (#474)
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feat(tri27): Expand algorithm library — government, nonprofit, realestate, insurance, media, crypto (#474)
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feat(tri27): Expand algorithm library — science, art, music, privacy, accessibility, search (#474)
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feat(tri27): Add art, music, privacy, science algorithms (#474)
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feat(tri27): Expand algorithm library — enterprise systems (#474)
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feat(tri27): Expand algorithm library — industry domains (#474)
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feat(tri27): Expand algorithm library — professional services (#474)
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feat(tri27): Expand algorithm library — industrial sectors (#474)
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feat(tri27): Expand algorithm library — service industries (#474)
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feat(tri27): Add biotech, nanotech, pharma, robotics, VR algorithms (#474)
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feat(tri27): Expand algorithm library — advanced technologies (#474)
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feat(tri27): Add robotics and VR algorithms (#474)
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feat(tri27): Expand algorithm library — scientific AI (#474)
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feat(tri27): Expand algorithm library — mathematical ML (#474)
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feat(tri27): Add database, network, security algorithms (#474)
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feat(tri27): Expand algorithm library — infrastructure systems (#474)
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feat(tri27): Expand algorithm library — modern tech stack (#474)
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feat(tri27): Expand algorithm library — quantum, privacy, federated, swarm, evolutionary, neocortex, hyperdimensional, neuromorphic (#474)
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feat(tri27): Expand algorithm library — RL, generative, attention, transformer, graph, optimizers, schedulers, regularization, data, autoML, metrics, vision, audio, NLP, time series, recommender, a…
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feat(tri27): Expand algorithm library — bayesian, causal, explainability, meta-learning, continual learning, transfer learning, contrastive, multimodal, LLM, vector DB, quantization, distillation, …
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feat(tri27): Expand algorithm library — ensemble, calibration, imbalance, federated learning, online learning, neuroscience (#474)
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feat(tri27): Expand algorithm library — game AI, robotics, signal processing, control (#474)
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feat(tri27): Add tests for 500+ algorithms (#474)

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feat(tri27): Expand algorithm library — math, optimization, scheduling (#474)
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feat(tri27): Add tests for 129 algorithms (#474)

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feat(tri27): Expand algorithm library — data structures, graphs, strings, DP, greedy, divide-conquer, backtracking, branch-bound, numbers, geometry (#474)
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feat(tri27): Expand algorithm library — crypto (20), compression (15), encoding (6), search (7), sorting (19) (#474)
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feat(tri27): Expand algorithm library — ML (17), NN (19), matrices (13), patterns (8), random (6) (#474)
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feat(tri27): Expand algorithm library — game (11), network (13), compiler (13), database (18), system (14) (#474)
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feat(tri27): Add AI/RL and genetic algorithm library — 103 new algorithms (#474)
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feat(tri27): Add ML, crypto, compression, sorting, graph, math, data structures, NLP algorithms (#474)
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feat(tri27): Add CV, audio, control, MCMC, RL enhancements, vector DB algorithms (#474)
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feat(tri27): Add meta-learning, continual learning, transfer learning, quantization, distillation, contrastive learning algorithms (#474)
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feat(tri27): Add tests for 50 algorithms (#474)

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feat(tri27): Add federated learning, privacy, online learning, active learning algorithms (#474)
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feat(tri27): Add recommender systems, time series, metrics algorithms (#474)
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feat(tri27): Add AutoML, data augmentation, calibration, imbalanced learning algorithms (#474)
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feat(tri27): Add modern LLM model algorithms and techniques (#474)
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feat(tri27): Add neuroscience, energy-based, neuromorphic, quantum algorithms (#474)
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feat(tri27): Add anomaly detection, clustering, dimensionality reduction algorithms (#474)
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feat(tri27): Add game AI and robotics algorithms (#474)
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feat(tri27): Add signal processing, serialization, data formats, networking protocols algorithms (#474)
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feat(tri27): Add NLP tasks, vector similarity, loss functions algorithms (#474)
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feat(tri27): Add NLP, scheduler, regularization, optimization algorithms (#474)
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feat(tri27): Add attention mechanisms and positional encodings algorithms (#474)
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feat(tri27): Add neural network architectures and mechanisms (#474)
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feat(tri27): Add causal inference and XAI algorithms (#474)
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feat(tri27): Add advanced offline RL algorithms (#474)
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feat(tri27): Add diffusion model algorithms (#474)
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feat(tri27): Add sequence modeling algorithms (#474)
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feat(tri27): Add multimodal learning algorithms (#474)
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feat(tri27): Add graph convolution variants (#474)
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feat(tri27): Add test coverage for 853 algorithm files (#474)
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feat(tri27): Add metrics and AutoML algorithms (#474)
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feat(tri27): Add tests for 46 pipe-based comment files (#474)
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feat(tri27): Add fine-tuning and adapter methods (#474)
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feat(tri27): Add distillation and pruning algorithms (#474)
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feat(tri27): Add prompt engineering and RAG algorithms (#474)
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feat(tri27): Add vector database and embedding methods (#474)
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feat(tri27): Add MLOps and monitoring tools (#474)
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feat(tri27): Add support for pipe/hash comments and directives (#474)
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Commits on Mar 29, 2026

feat(tri27): Add active learning and data augmentation (#474)
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feat(tri27): Add recommender systems and time series (#474)
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feat(tri27): Add anomaly detection and clustering (#474)
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feat(tri27): Add dimensionality reduction methods (#474)
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feat(tri27): Add ensemble and meta-learning algorithms (#474)
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feat(tri27): Add continual and transfer learning (#474)
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feat(tri27): Add Bayesian methods and Gaussian processes (#474)
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feat(tri27): Add MCMC and variational inference (#474)
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feat(tri27): Add online learning and bandit algorithms (#474)
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feat(tri27): Add energy-based models and dimensionality reduction (#474)
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feat(tri27): Massive algorithm library expansion — ML/RL/GAN/NLP/Audio/Graph/Bayesian/Explainability/Meta-Learning/Continual/Transfer/Contrastive/Multimodal/LLM/VectorDB/Quantization/Distillation/P…
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feat(tri27): Add federated learning, online learning, bandit, neuroscience, control algorithms (#474)
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feat(tri27): Add swarm, evolutionary, quantum, privacy, neuromorphic, HDC, neocortex, VSA, signal processing algorithms (#474)
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feat(tri27): Add optimization, meta-learning, transfer learning, representation learning, generative models (#474)
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feat(tri27): Add time series algorithms (#474)
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feat(tri27): Add robotics, path planning, and graph algorithms (#474)
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feat(tri27): Add computer vision, NLP, and audio algorithms (#474)
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feat(tri27): Add optimization and learning rate schedulers (#474)
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feat(tri27): Add tests for 14 new algorithm files (#474)
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feat(tri27): Add meta-learning and security algorithms (#474)
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feat(tri27): Add neocortex learning and path planning algorithms (#474)
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feat(tri27): Add tests for 3 neocortex learning algorithms (#474)
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feat(tri27): Add computer vision detection, NLP, and audio algorithms (#474)
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feat(tri27): Expand algorithm library — robotics, signal processing, control, privacy, swarm, evolutionary, quantum, neocortex, hyperdimensional, neuromorphic, federated learning, online learning, …
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feat(tri27): Expand algorithm library — multi-armed bandit algorithms, active learning sampling (#474)
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feat(tri27): Expand algorithm library — AutoML and search algorithms (#474)
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feat(tri27): Expand algorithm library — data augmentation, imbalance handling, calibration (#474)
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feat(tri27): Expand algorithm library — ensemble methods, pruning, quantization (#474)
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feat(tri27): Expand algorithm library — distillation, BitsAndBytes quantization (#474)
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feat(tri27): Expand algorithm library — transfer learning, LLM techniques, vector databases (#474)
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feat(tri27): Expand algorithm library — contrastive learning, multimodal models (#474)
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feat(tri27): Expand algorithm library — explainability, meta-learning, continual learning (#474)
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feat(tri27): Expand algorithm library — vision architectures, NLP models, audio processing (#474)
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feat(tri27): Expand algorithm library — clustering, dimensionality reduction, Bayesian methods, anomaly detection, graph networks (#474)
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feat(tri27): Expand algorithm library — causal inference, recommender systems, additional clustering methods (#474)
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feat(tri27): Expand algorithm library — optimizers, schedulers, regularization, metrics (#474)
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feat(tri27): Expand algorithm library — NLP techniques, reinforcement learning, generative models, vision architectures (#474)
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feat(tri27): Expand algorithm library — sorting algorithms, compression, hashing, cryptography (#474)
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feat(tri27): Expand algorithm library — GAN variants, optical flow, flow matching (#474)
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feat(tri27): Expand algorithm library — attention mechanisms, transformer architectures (#474)
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feat(tri27): Expand algorithm library — recurrent networks, graphs, quantum, privacy, federated, swarm, evolutionary, neocortex, hyperdimensional, neuromorphic (#474)
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feat(tri27): Expand algorithm library — online learning, bandits, transfer learning, LLM techniques, vector DBs, time series (#474)
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feat(tri27): Expand algorithm library — quantization, distillation, pruning, ensemble methods, calibration (#474)
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feat(tri27): Expand algorithm library — calibration, imbalance handling, active learning, federated learning, privacy, noise mechanisms (#474)
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feat(tri27): Expand algorithm library — noise mechanisms, scientific ML, multimodal models, contrastive learning (#474)
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feat(tri27): Expand algorithm library — continual learning, autoML, data augmentation methods (#474)
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feat(tri27): Expand algorithm library — anomaly detection and clustering algorithms (#474)
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feat(tri27): Expand algorithm library — clustering and dimensionality reduction methods (#474)
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feat(tri27): Expand algorithm library — recommender systems, Bayesian methods, causal inference (#474)
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feat(tri27): Expand algorithm library — explainability methods (#474)
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feat(tri27): Expand algorithm library — explainability, optimization methods, schedulers (#474)
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feat(tri27): Expand algorithm library — schedulers, regularization, metrics (#474)
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feat(tri27): Expand algorithm library — metrics and signal processing (#474)
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feat(tri27): Expand algorithm library — control theory and robotics (#474)
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feat(tri27): Expand algorithm library — advanced privacy, bandits, LLM techniques (#474)
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feat(tri27): Expand algorithm library — databases and search engines (#474)
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feat(tri27): Expand algorithm library — streaming and distributed computing (#474)
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feat(tri27): Expand algorithm library — blockchain, cryptography, compression (#474)
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feat(tri27): Expand algorithm library — serverless and edge computing (#474)
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feat(tri27): Expand algorithm library — geospatial algorithms (#474)
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feat(tri27): Expand algorithm library — IoT protocols and embeddings models (#474)
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feat(tri27): Expand algorithm library — search, NLP, audio, databases (#474)
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feat(tri27): Expand algorithm library — CV, RL, optimizers, regularization, metrics, compression, crypto (#474)
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feat(tri27): Expand algorithm library — AutoML, data augmentation, anomaly detection, clustering, dimensionality reduction, recommender systems, time series, Bayesian methods, causal inference, exp…
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feat(tri27): Expand algorithm library — transfer learning and contrastive learning (#474)
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feat(tri27): Expand algorithm library — quantization, distillation, pruning, ensemble methods, calibration, imbalance handling, active learning (#474)
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feat(tri27): Expand algorithm library — federated learning, online learning, bandit algorithms, neuroscience (#474)
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Commits on Mar 30, 2026

fix(kaggle): Fix cognitive probe benchmarks CSV detection and flexible matching

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verify(ttt): Tier 1 smoke test infrastructure + coverage audit - 1.39% actual coverage, 781 Tier 1 algos identified, assembly tests pass (#474)

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feat(proposal): §1.1.5 Add CLI example and commit (#475)
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feat(proposal): §1.4-1.5 Add Explainability + Bounded Rationality sections (#475)
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feat(proposal): §1.4.1.5 Fix Theorem count 4→3 (#475)
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feat(proposal): §1.2 Reorganize Theorem 4 into Mathematical Foundation section
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feat(proposal): §3 comparison table + GF16 clarification
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fix(tri27): Fix execution segfault + add test isolation (#474)
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feat(docs): Create beginner-friendly TRI-27 assembly documentation (#474)
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fix(docs): Resolve merge conflicts, update Word Layout to hybrid encoding (#474)
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docs(tri27): Translate all TRI-27 documentation to English (#474)
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feat(hslm): Add advanced loss functions, curriculum learning, and SOTA benchmarks (#474)
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fix(hslm): Fix CsvStats deinit method signature error (#474)
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feat(queen): Backend API server for container deployment (#474)

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fix(zig): Zig 0.15 migration fixes - ArrayList, deinit, intCast, Writer API (#474)
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feat(clara): Add CLUTRR benchmark with real kinship reasoning (#474)

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feat(queen): Web Frontend (React + Vite) - Phase 2 (#474)

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feat(queen): Docker Configuration + Railway Deployment - Phase 3 (#474)

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fix(zig): Uncomment queen_trinity import, fix ArrayList init (#474)
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feat(queen): Auto-improve engine + Zig 0.15 fixes (#476)

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feat(demos): Demo GIFs + интерактивная страница

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feat(queen): Add ManagedList wrapper + queen-compile step (#477)

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fix(zig): Migrate to Zig 0.15 API compatibility (#477)

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docs(formats): Reference zig-golden-float standalone package in issue #477
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chore(demos): Add demos to GitHub Pages deploy workflow (#477)

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feat(build): wire Trinity to zig-golden-float kernel (#477)

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docs(readme): Add GF16 historical context (#477)

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docs(readme): Improve README structure and readability (#477)

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fix(hslm): correct curriculum step schedule milestone calculation (#477)

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docs(readme): Add GF16 Developer Value section (#477)

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feat(workflow): Add Trinity Grid deployment workflow (#477)
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docs: complete README — 20 Zig issues, migration guide, compatibility (#477)

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docs: expand README — 35 Zig issues, 9 categories, target matrix (#477)

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chore(ci): drop Railway grid workflow as overkill (#477)
Antigravity Agent
committed
feat(deploy): Simplify Dockerfiles for Railway deployment (#477)
Antigravity Agent
committed
feat(deploy): Create Railway deployment Dockerfiles (#477)
Antigravity Agent
committed
docs(protocol): Add Trinity Episode Format specification (#477)
Antigravity Agent
committed
fix(build): Add golden-float imports to trinity-search and trinity-query (#477)
Antigravity Agent
committed