Local-model (Ollama) integration for DeepSeek Harness: discover, pull, remove, and inspect local models, route requests to them by task type or keyword with automatic fallback to the cloud, and get a one-shot status overview via /ollama.

Self-Optimizing Neural Architecture (SONA) for Claude Flow — adaptive learning, trajectory tracking, pattern reuse, 7 RL algorithms (PPO/A2C/DQN/Q-Learning/SARSA/Decision Transformer/Curiosity), Flash Attention, MoE routing, LoRA, EWC++ for continual lear

Structured logging extensions for Golang using samber/slog-**** packages — multi-handler pipelines (slog-multi), log sampling (slog-sampling), attribute formatting (slog-formatter), HTTP middleware (slog-fiber, slog-gin, slog-chi, slog-echo), and backend routing (slog-datadog, slog-sentry, slog-loki

French address quality, geocoding, routing, company lookup & catchment stats (BAN, INSEE, OSM).

Find the cheapest AI model that passes your tests: audit repo models, build evals, routing, sizing

推荐组件（非必须）：DeepSeek Harness 运行时注入器；已随 dsh-routing-suite 单仓库化保留，本仓库继续维护/发布。

Akashic corpus + Laya routing. Anonymous read; free signup in-band.