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nshkrdotcom/README.md

nshkrdotcom

Building AI infrastructure on Elixir/BEAM. Research focus on LLM reliability, distributed systems, and functional programming.

73 public repos · 271 stars · @North-Shore-AI


Crucible Framework

Open research platform for LLM reliability. Ensemble voting, request hedging, statistical testing.

crucible_framework · crucible_bench · crucible_ensemble · crucible_hedging · crucible_trace


Projects

Ingot

  • anvil · 0★ · Labeling queue library for managing human labeling workflows
  • forge · 0★ · Sample factory library for generating, transforming, and ...
  • ingot · 0★ · Phoenix LiveView interface for sample generation and huma...

AI Agents

  • synapse · 29★ · Headless, declarative multi-agent orchestration framework...
  • ds_ex · 15★ · DSPEx - Declarative Self-improving Elixir | A BEAM-Native...
  • DSPex · 10★ · Declarative Self Improving Elixir - DSPy Orchestration in...
  • pipeline_ex · 7★ · Claude Code + Gemini AI collaboration orchestration tools
  • ALTAR · 5★ · The Agent & Tool Arbitration Protocol
  • mabeam · 5★ · Multi-agent systems framework for the BEAM platform - bui...
  • flowstone · 0★ · Asset-first data orchestration for Elixir/BEAM. Dagster-i...

AI SDKs

  • gemini_ex · 20★ · Elixir Interface / Adapter for Google Gemini LLM, for bot...
  • claude_agent_sdk · 9★ · An Elixir SDK for Claude Code - provides programmatic acc...
  • codex_sdk · 2★ · OpenAI Codex SDK written in Elixir
  • jules_ex · 2★ · Elixir client SDK for the Jules API - orchestrate AI codi...
  • mcp_client · 0★ · Full-featured Elixir client for the Model Context Protoco...

AI Infra

  • json_remedy · 21★ · A practical, multi-layered JSON repair library for Elixir...
  • snakepit · 10★ · High-performance, generalized process pooler and session ...
  • tinkerer · 1★ · Chiral Narrative Synthesis workspace for Thinker/Tinker L...
  • tinkex · 1★ · Elixir SDK for the Tinker ML platform—LoRA training, samp...
  • gepa_ex · 0★ · Elixir implementation of GEPA: LLM-driven evolutionary op...
  • skill_ex · 0★ ·
  • snakebridge · 0★ · Configuration-driven Python library integration for Elixi...

Schema

  • exdantic · 10★ · A powerful, flexible schema definition and validation lib...
  • sinter · 10★ · Unified schema definition, validation, and JSON generatio...
  • perimeter · 7★ · Advanced typing and type validation mechanism for Elixir ...

DevTools

  • ex_dbg · 10★ · State-of-the-Art Introspection and Debugging System for E...
  • elixir_scope · 5★ · Revolutionary AST-based debugging and code intelligence p...
  • ElixirScope · 4★ · AI-Powered Execution Cinema Debugger for Elixir/BEAM
  • elixir_dashboard · 1★ · A Phoenix LiveView performance monitoring dashboard for t...
  • elixir_tracer · 1★ · Local-first observability for Elixir with New Relic API p...

OTP

  • superlearner · 7★ · OTP Supervisor Educational Platform
  • apex · 4★ · Core Apex framework for OTP supervision and monitoring
  • apex_ui · 4★ · Web UI for Apex OTP supervision and monitoring tools
  • arsenal · 4★ · Metaprogramming framework for automatic REST API generati...
  • arsenal_plug · 3★ · Phoenix/Plug adapter for Apex Arsenal framework

Testing

  • cluster_test · 4★ · Distributed Erlang/Elixir test cluster management via Mix...
  • sandbox · 4★ · Isolated OTP application management system for Elixir/Erlang
  • supertester · 4★ · A battle-hardened testing toolkit for building robust and...

Observability

  • foundation · 11★ · Elixir infrastructure and Observability Library
  • AITrace · 1★ · The unified observability layer for the AI Control Plane
  • Citadel · 1★ · The command and control layer for the AI-powered enterprise

Data

  • duckdb_ex · 1★ · DuckDB driver client in Elixir
  • weaviate_ex · 1★ · Modern Elixir client for Weaviate vector database with he...
  • ex_topology · 0★ · Pure Elixir library for graph topology, TDA, and computat...

Security

  • GUARDRAIL · 15★ · GUARDRAIL - MCP Security - Gateway for Unified Access, Re...
  • ASKA · 6★ · Secure Computing in the AI age
  • pqc-hqc · 5★ · Post-quantum cryptographic implementation of HQC (Hamming...
  • Shield · 0★ · SHIELD: Secure Hierarchical Inter-agent Layer for Distrib...

Research

  • ChronoLedger · 2★ · Hardware-Secured Temporal Blockchain
  • EADS · 0★ · Evolutionary Autonomous Development System
  • cns · 0★ · Chiral Narrative Synthesis - Dialectical reasoning framew...
  • cns_ui · 0★ · Phoenix LiveView interface for CNS dialectical reasoning ...

Utilities

  • tools · 1★ · Utility library and helper functions for Elixir developme...
  • youtube_audio_dl · 1★ · Download high-quality audio from YouTube as MP3 files usi...

Other

  • playwriter · 6★ · Elixir WSL-to-Windows browser integration
  • nshkrdotcom · 0★ · Personal GitHub profile README with Elixir/AI projects an...

Updated 2025-12-02

Pinned Loading

  1. gemini_ex gemini_ex Public

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

    Elixir 20 6

  2. snakepit snakepit Public

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

    Elixir 10 2

  3. DSPex DSPex Public

    Declarative Self Improving Elixir - DSPy Orchestration in Elixir

    Elixir 10

  4. perimeter perimeter Public

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

    Elixir 7

  5. ALTAR ALTAR Public

    The Agent & Tool Arbitration Protocol

    Elixir 5

  6. arsenal arsenal Public

    Metaprogramming framework for automatic REST API generation from OTP operations

    Elixir 4 1