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.
Crucible Framework
A platform for conducting reproducible experiments on large language model reliability, built on Elixir/OTP.
Interactive Phoenix LiveView demonstrations of the Crucible Framework - showcasing ensemble voting, request hedging, statistical analysis, and more with mock LLMs
View on GitHub βExperimental research framework for running AI benchmarks at scale
View on GitHub βAdversarial testing and robustness evaluation for the Crucible framework
View on GitHub βCrucibleFramework: A scientific platform for LLM reliability research on the BEAM
View on GitHub βRequest hedging for tail latency reduction in distributed systems
View on GitHub βIntermediate Representation for the Crucible ML reliability ecosystem
View on GitHub βAI Agent Orchestration
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).
View on GitHub βDSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
View on GitHub βMulti-agent systems framework for the BEAM platform - build distributed autonomous agents with OTP supervision and fault tolerance
View on GitHub βAI SDKs & API Clients
Elixir Interface / Adapter for Google Gemini LLM, for both AI Studio and Vertex AI
View on GitHub βAn Elixir SDK for Claude Code - provides programmatic access to Claude Code CLI with streaming message processing
View on GitHub βFull-featured Elixir client for the Model Context Protocol (MCP) with multi-transport support, resources, prompts, tools, and telemetry.
View on GitHub βAI Infrastructure
A practical, multi-layered JSON repair library for Elixir that intelligently fixes malformed JSON strings commonly produced by LLMs, legacy systems, and data pipelines.
View on GitHub βHigh-performance, generalized process pooler and session manager for external language integrations. Orchestrates and supervises languages like Python and Javascript from Elixir.
View on GitHub βChiral Narrative Synthesis workspace for Thinker/Tinker LoRA pipelines, semantic fact-checking, telemetry, and reviewer-ready CNS docs.
View on GitHub βElixir SDK for the Tinker ML platformβLoRA training, sampling, and service orchestration built on OTP, Finch, and telemetry.
View on GitHub βElixir 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.
View on GitHub βConfiguration-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.
View on GitHub βSchema & Validation
A powerful, flexible schema definition and validation library for Elixir, inspired by Python's Pydantic.
View on GitHub βAdvanced typing and type validation mechanism for Elixir - runtime type checking and contract enforcement for BEAM applications
View on GitHub βDeveloper Tools
State-of-the-Art Introspection and Debugging System for Elixir/Phoenix Applications
View on GitHub βRevolutionary AST-based debugging and code intelligence platform for Elixir applications
View on GitHub βA Phoenix LiveView performance monitoring dashboard for tracking slow endpoints and database queries
View on GitHub βOTP & Distributed
Metaprogramming framework for automatic REST API generation from OTP operations
View on GitHub βTesting & QA
A battle-hardened testing toolkit for building robust and resilient Elixir & OTP applications.
View on GitHub βObservability
Browser Integration
Data & Databases
Modern Elixir client for Weaviate vector database with health checks and friendly error messages
View on GitHub βPure Elixir library for graph topology, TDA, and computational topology
View on GitHub βSecurity
GUARDRAIL - MCP Security - Gateway for Unified Access, Resource Delegation, and Risk-Attenuating Information Limits
View on GitHub βPost-quantum cryptographic implementation of HQC (Hamming Quasi-Cyclic) - a NIST PQC candidate for quantum-resistant key encapsulation using code-based cryptography
View on GitHub βSHIELD: Secure Hierarchical Inter-agent Layer for Distributed Environments
View on GitHub βResearch
Chiral Narrative Synthesis - Dialectical reasoning framework for automated knowledge discovery
View on GitHub βUtilities
Utility library and helper functions for Elixir development - common patterns, debugging aids, and productivity tools
View on GitHub βDownload 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.
View on GitHub βOther Projects
Personal GitHub profile README with Elixir/AI projects and LLM reliability research
View on GitHub βTech Stack
Specialties
- Distributed systems & fault tolerance
- AI/LLM infrastructure & reliability
- Functional programming & metaprogramming
- Statistical analysis & experimental design
- Developer tools & productivity