AI & ML Infrastructure on Elixir/BEAM

Labeling queue library for managing human labeling workflows

Sample factory library for generating, transforming, and computing measurements on samples

Phoenix LiveView interface for sample generation and human labeling workflows

Shared IR structs for the North Shore labeling stack (Forge/Anvil/Ingot) — typed datasets, samples, assignments, labels, artifacts, and evaluation runs for labeling workflows

Headless, declarative multi-agent orchestration framework with a domain-agnostic signal bus, workflow engine with Postgres persistence, and configurable agent runtime (ships code review domain).

DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework

Asset-first data orchestration for Elixir/BEAM. Dagster-inspired with OTP fault tolerance, LiveView dashboard, lineage tracking, checkpoint gates, and distributed execution via Oban.

Declarative Self Improving Elixir - DSPy Orchestration in Elixir

Claude Code + Gemini AI collaboration orchestration tools

The Agent & Tool Arbitration Protocol

Multi-agent systems framework for the BEAM platform - build distributed autonomous agents with OTP supervision and fault tolerance

Synapse integration for altar_ai - SDK-backed LLM providers for multi-agent workflows with automatic fallback, signal handlers, and workflow actions

Elixir Interface / Adapter for Google Gemini LLM, for both AI Studio and Vertex AI

An Elixir SDK for Claude Code - provides programmatic access to Claude Code CLI with streaming message processing

OpenAI Codex SDK written in Elixir

Elixir client SDK for the Jules API - orchestrate AI coding sessions

Protocol-based AI adapter foundation for Elixir - unified abstractions for gemini_ex, claude_agent_sdk, codex_sdk with automatic fallback, capability detection, and telemetry

Full-featured Elixir client for the Model Context Protocol (MCP) with multi-transport support, resources, prompts, tools, and telemetry.

A practical, multi-layered JSON repair library for Elixir that intelligently fixes malformed JSON strings commonly produced by LLMs, legacy systems, and data pipelines.

High-performance, generalized process pooler and session manager for external language integrations. Orchestrates and supervises languages like Python and Javascript from Elixir.

Elixir SDK for the Tinker ML platform—LoRA training, sampling, and service orchestration built on OTP, Finch, and telemetry.

FlowStone integration for altar_ai - AI-powered data pipeline assets with classify_each, enrich_each, embed_each helpers and unified telemetry

Elixir implementation of GEPA: LLM-driven evolutionary optimization using Pareto-efficient search for text-based systems. Features OpenAI/Gemini integration, BEAM concurrency, OTP supervision, 218 tests with 75% coverage.

Unified API gateway for the NSAI ecosystem—authentication (JWT, API keys, OAuth2/OIDC), distributed rate limiting with burst allowance, circuit breakers, request tracing, Prometheus metrics, and service proxying. Production-ready with comprehensive observability and multi-tenant support.

Service discovery and registry for the NSAI ecosystem—distributed registry with health checking, circuit breakers, multiple storage backends (ETS/PostgreSQL), PubSub event broadcasting, and comprehensive telemetry. Built on OTP with Horde-ready architecture for multi-node deployments.

Interactive CLI and REPL for the NSAI ecosystem—unified interface to registry, gateway, jobs, experiments, datasets, embeddings, and metrics services; tab completion with bash/zsh scripts; configurable environments; JSON output mode for scripting; escript distribution. The cockpit for North Shore AI operations.

Claude Skill Aggregator

Configuration-driven Python library integration for Elixir. Automatically generate type-safe Elixir modules from declarative configs with zero wrapper code. Bridge to Python ML ecosystem (DSPy, NumPy, LangChain) with streaming support, bidirectional tools, and compile-time optimization. Built on Snakepit.

Pure Elixir TikToken-style byte-level BPE tokenizer (Kimi K2 compatible).

Chiral Narrative Synthesis workspace for Thinker/Tinker LoRA pipelines, semantic fact-checking, telemetry, and reviewer-ready CNS docs.

Elixir client for HuggingFace Hub—dataset/model metadata, file downloads, caching, and authentication. The BEAM-native foundation for HF ecosystem ports.

A powerful, flexible schema definition and validation library for Elixir, inspired by Python's Pydantic.

Unified schema definition, validation, and JSON generation for Elixir

Advanced typing and type validation mechanism for Elixir - runtime type checking and contract enforcement for BEAM applications

State-of-the-Art Introspection and Debugging System for Elixir/Phoenix Applications

Revolutionary AST-based debugging and code intelligence platform for Elixir applications

AI-Powered Execution Cinema Debugger for Elixir/BEAM

A Phoenix LiveView performance monitoring dashboard for tracking slow endpoints and database queries

Local-first observability for Elixir with New Relic API parity

OTP Supervisor Educational Platform

Core Apex framework for OTP supervision and monitoring

Web UI for Apex OTP supervision and monitoring tools

Metaprogramming framework for automatic REST API generation from OTP operations

Phoenix/Plug adapter for Apex Arsenal framework

Distributed Erlang/Elixir test cluster management via Mix tasks

Isolated OTP application management system for Elixir/Erlang

A battle-hardened testing toolkit for building robust and resilient Elixir & OTP applications.

Elixir infrastructure and Observability Library

The unified observability layer for the AI Control Plane

The command and control layer for the AI-powered enterprise

Elixir WSL-to-Windows browser integration

DuckDB driver client in Elixir

Vector embeddings service for Elixir—multi-provider support (OpenAI, Cohere, Voyage AI), intelligent caching with Cachex, batch processing with rate limiting, Nx-powered similarity computations, k-means/DBSCAN clustering, semantic deduplication, and ETS-based vector storage. Built for CNS and ML pipelines.

Modern Elixir client for Weaviate vector database with health checks and friendly error messages

Pure Elixir library for graph topology, TDA, and computational topology

Composable regularization penalties for Elixir Nx. L1/L2/Elastic Net, KL divergence, entropy, consistency, gradient penalty, orthogonality. Pure Nx.Defn for JIT across EXLA/Torchx. Pipeline composition and Axon.Loop integration.

GUARDRAIL - MCP Security - Gateway for Unified Access, Resource Delegation, and Risk-Attenuating Information Limits

Secure Computing in the AI age

Post-quantum cryptographic implementation of HQC (Hamming Quasi-Cyclic) - a NIST PQC candidate for quantum-resistant key encapsulation using code-based cryptography

SHIELD: Secure Hierarchical Inter-agent Layer for Distributed Environments

Hardware-Secured Temporal Blockchain

Evolutionary Autonomous Development System

Chiral Narrative Synthesis - Dialectical reasoning framework for automated knowledge discovery

Phoenix LiveView interface for CNS dialectical reasoning experiments

Utility library and helper functions for Elixir development - common patterns, debugging aids, and productivity tools

Download high-quality audio from YouTube as MP3 files using Elixir. Features 104 music genres, duration filtering, per-genre caching, C++ DSP filters, and ML-based transient detection.

AI-native personal project intelligence system - manage, track, and search across all your repositories with semantic understanding

NSAI.Work - Unified job scheduler for North-Shore-AI platform

Personal GitHub profile README with Elixir/AI projects and LLM reliability research

Elixir port feasibility analysis and cookbook for Tinker ML training platform