AI & ML Infrastructure on Elixir/BEAM

Building core AI and ML infrastructure libraries primarily on the BEAM platform. Creator of Crucible Framework for LLM reliability research.

Neural Networks

LLM Reliability

Distributed Systems

Distributed Systems

Developer Tools

50+ Libraries

Research

Research-Grade

Ensemble Methods

Ensemble Methods

50+
Open Source Libraries
Python 3.13+
Free-Threading Support
Active Dev
Crucible & Snakepit

Crucible Framework - LLM Reliability Research

A platform for conducting reproducible experiments on large language model reliability, built on Elixir/OTP. Goal: Building towards 99%+ LLM reliability through ensemble voting and request hedging.

Elixir OTP BEAM VM Statistical Testing Ensemble Methods Telemetry
crucible_framework
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Documentation hub & research framework for LLM reliability experiments

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crucible_bench
โญ 0

Statistical testing & analysis (15+ tests, effect sizes, power analysis)

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crucible_ensemble
โญ 0

Multi-model voting strategies for improved reliability

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crucible_hedging
โญ 0

Request hedging for latency reduction in distributed systems

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crucible_trace
โญ 0

Causal reasoning chain logging for LLM transparency

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crucible_datasets
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Unified interface to benchmark datasets (MMLU, HumanEval, GSM8K)

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crucible_telemetry
โญ 0

Research-grade instrumentation & metrics collection

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crucible_harness
โญ 1

Automated experiment orchestration & reporting

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crucible_examples
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Interactive Phoenix LiveView demos showcasing all framework components with mock LLMs

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crucible_adversary
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Adversarial testing & robustness evaluation framework

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crucible_xai
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Explainable AI tools (LIME, SHAP, feature attribution)

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ExDataCheck
โญ 0

Data validation & quality library for ML pipelines

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ExFairness
โญ 0

Fairness & bias detection library for AI/ML systems

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LLMGuard
โญ 0

AI firewall & guardrails for LLM-based applications

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AI Agent Orchestration & Multi-Agent Systems

synapse
โญ 23

Synapse: Elixir-powered AI agent orchestration, built on the battle-tested principles of Erlang/OTP

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ds_ex
โญ 14

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

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DSPex
โญ 8

Declarative Self Improving Elixir - DSPy Orchestration in Elixir

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mabeam
โญ 4

Multi Agent BEAM - distributed agent orchestration

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AutoElixir
โญ 3

AI Multi Agent Swarms in Elixir

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ALTAR
โญ 4

The Agent & Tool Arbitration Protocol

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AI SDKs & API Clients

gemini_ex
โญ 18

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

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claude_agent_sdk
โญ 7

Elixir SDK for Claude AI Agent API

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codex_sdk
โญ 1

OpenAI Codex SDK written in Elixir

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jules_ex
โญ 1

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

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pipeline_ex
โญ 6

Claude Code + Gemini AI collaboration orchestration tools

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AI Infrastructure & Utilities

gepa_ex
โญ 0

GEPA (Genetic-Pareto) optimizer combining LLM-powered reflection with Pareto search to evolve text-based system components

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snakebridge
โญ 0

Configuration-driven Python library integration for Elixir - auto-generate type-safe wrappers for any Python library

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weaviate_ex
โญ 0

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

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json_remedy
โญ 20

A practical, multi-layered JSON repair library for Elixir that intelligently fixes malformed JSON strings

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snakepit
โญ 8

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

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duckdb_ex
โญ 0

DuckDB driver client in Elixir

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Schema & Data Validation

sinter
โญ 9

Unified schema definition, validation, and JSON generation for Elixir

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exdantic
โญ 8

A powerful, flexible schema definition and validation library for Elixir

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perimeter
โญ 6

Elixir Typing Mechanism

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Developer Tools & Debugging

ex_dbg
โญ 9

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

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elixir_scope
โญ 4

Revolutionary AST-based debugging and code intelligence platform for Elixir

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ElixirScope
โญ 3

AI-Powered Execution Cinema Debugger for Elixir/BEAM

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elixir_dashboard
โญ 0

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

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elixir_tracer
โญ 0

Local-first observability for Elixir with New Relic API parity

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OTP & Distributed Systems

superlearner
โญ 6

OTP Supervisor Educational Platform

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apex
โญ 3

Core Apex framework for OTP supervision and monitoring

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apex_ui
โญ 3

Web UI for Apex OTP supervision and monitoring tools

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arsenal
โญ 3

Metaprogramming framework for automatic REST API generation from OTP processes

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arsenal_plug
โญ 2

Phoenix/Plug adapter for Apex Arsenal framework

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Testing & Quality Assurance

supertester
โญ 3

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

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sandbox
โญ 3

Isolated OTP application management system for Elixir/Erlang

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cluster_test
โญ 3

Distributed Erlang/Elixir test cluster management via Mix tasks

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Infrastructure & Observability

foundation
โญ 10

Elixir infrastructure and Observability Library

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AITrace
โญ 0

The unified observability layer for the AI Control Plane

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Assessor
โญ 0

The definitive CI/CD platform for AI Quality

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Citadel
โญ 0

The command and control layer for the AI-powered enterprise

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Cloud & Edge Computing

cf_ex
โญ 3

Elixir libraries for Cloudflare edge computing services. Battle-tested for production

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ex_cloudflare_phoenix
โญ 0

Cloudflare Durable Objects and Calls for Phoenix Framework

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Browser & Platform Integration

playwriter
โญ 6

Elixir WSL-to-Windows browser integration

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Utilities

youtube_audio_dl
โญ 0

Download high-quality audio from YouTube as MP3 files using Elixir

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tools
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Elixir utility tools collection

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Tech Stack

Elixir Erlang Python JavaScript/TypeScript Rust Phoenix OTP FastAPI React BEAM VM AWS GCP Cloudflare Workers

Specialties

  • Distributed systems & fault tolerance
  • AI/LLM infrastructure & reliability
  • Functional programming & metaprogramming
  • Statistical analysis & experimental design
  • Developer tools & productivity