Elixir / OTP / BEAM  ·  Open Source  ·  140 Repositories

Governed AI execution,
layer by layer.

Every semantic turn, typed command, and external execution call passes through a single Brain-to-Spine governance contract — built on Elixir/OTP for production AI workloads that need fault tolerance, auditability, and scale.

The Stack

Six layers. One contract. From product surface to raw execution substrate.

Products & Shells northbound consumers
Northbound Surface product-facing entry
Brain Chain semantic → typed → governed
Spine durable intake · auth · control plane
Execution Substrate transport · placement · sandbox
Foundation ids · fences · leases · checkpoints
140
Repositories
501
GitHub Stars
6
Architecture Layers
<100ms
p99 Latency Target

Governance before execution

Every semantic turn and typed command passes through a shared Brain-to-Spine governance chain before reaching the execution substrate. Nothing bypasses the contract.

BEAM-native reliability

Processes exist where recovery genuinely requires them. Pure compilers, reducers, and validators are proved before OTP claims ownership. Fault tolerance is structural.

Explicit ownership boundaries

Each layer owns specific truth and explicitly does not own what belongs above or below it. Telemetry, audit trails, and debugging tools are first-class platform concerns.

All Repositories

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AI Infrastructure 26
json_remedy A practical, multi-layered JSON repair library for … ★ 30 snakepit High-performance, generalized process pooler and … ★ 11 rag_ex Elixir RAG library with multi-LLM routing (Gemini, … ★ 7 snakebridge Compile-time Elixir code generator for Python library … ★ 7 tinkex_cookbook Elixir port of tinker-cookbook: training and evaluation … ★ 3 gepa_ex Elixir implementation of GEPA: LLM-driven evolutionary … ★ 2 portfolio_core Hexagonal architecture core for Elixir RAG systems. … ★ 2 slither Lightweight Elixir runtime for composing and executing … ★ 2 tinkex Elixir SDK for the Tinker ML platform—LoRA training, … ★ 2 command Core Elixir library for AI agent orchestration - … ★ 1 execution_plane Execution Plane is an Elixir/OTP runtime substrate for … ★ 1 nsai_gateway Unified API gateway for the NSAI … ★ 1 nsai_registry Service discovery and registry for the NSAI … ★ 1 nsai_work NSAI.Work - Unified job scheduler for North-Shore-AI … ★ 1 pilot Interactive CLI and REPL for the NSAI ecosystem—unified … ★ 1 skill_ex Claude Skill Aggregator ★ 1 tiktoken_ex Pure Elixir TikToken-style byte-level BPE tokenizer … ★ 1 app_kit Shared app-facing surface monorepo for the nshkr … ground_plane Shared lower infrastructure monorepo for the nshkr … hf_hub_ex Elixir client for HuggingFace Hub—dataset/model … hf_peft_ex Elixir port of HuggingFace's PEFT (Parameter-Efficient … outer_brain Semantic runtime above Citadel for raw language intake, … portfolio_index Production adapters and pipelines for PortfolioCore. … portfolio_manager AI-native personal project intelligence system - … stack_lab Local distributed-development harness and proving … tinkerer Chiral Narrative Synthesis workspace for Thinker/Tinker …
Crucible Stack 27
LlmGuard AI Firewall and guardrails for LLM-based Elixir … ★ 9 ExFairness Fairness and bias detection library for Elixir AI/ML … ★ 1 crucible_examples Interactive Phoenix LiveView demonstrations of the … ★ 1 ExDataCheck Data validation and quality library for ML pipelines in … cns_crucible crucible_adversary Adversarial testing and robustness evaluation for the … crucible_bench Statistical testing and analysis framework for AI … crucible_datasets Dataset management and caching for AI research … crucible_deployment ML model deployment for the Crucible ecosystem. vLLM … crucible_ensemble Multi-model ensemble voting strategies for LLM … crucible_feedback ML feedback loop management for the Crucible ecosystem. … crucible_framework CrucibleFramework: A scientific platform for LLM … crucible_harness Experimental research framework for running AI … crucible_hedging Request hedging for tail latency reduction in … crucible_ir Intermediate Representation for the Crucible ML … crucible_kitchen Industrial ML training orchestration - backend-agnostic … crucible_model_registry ML model registry for the Crucible ecosystem. Artifact … crucible_telemetry Advanced telemetry collection and analysis for AI … crucible_trace Structured causal reasoning chain logging for LLM … crucible_train ML training orchestration for the Crucible ecosystem. … crucible_ui Phoenix LiveView dashboard for the Crucible ML … crucible_xai Explainable AI (XAI) tools for the Crucible framework datasets_ex Dataset management library for ML experiments—loaders … eval_ex Model evaluation harness for standardized … hf_datasets_ex HuggingFace Datasets for Elixir - A native Elixir port … metrics_ex Metrics aggregation and alerting for ML … training_ir Training IR for reproducible ML jobs across Crucible …