AI Firewall and guardrails for LLM-based Elixir applications

BGP-like IaC config router for Ansible, Salt, and Terraform

Munition - capability attenuation framework for sandboxed WASM execution in Elixir

Laminar is a high-speed, cloud-to-cloud streaming relay that transfers data between cloud storage providers (Dropbox, Google Drive, S3, etc.) without downloading files to local persistent storage. Data flows through RAM buffers in parallel "laminar" streams, achieving maximum throughput while maintaining cryptographic integrity.

The browser isn't a client — it's a peer node in a distributed system where state flows and converges.

Fairness and bias detection library for Elixir AI/ML systems

Automated multi-platform feedback submission tool

Practical wisdom framework for ethical decision-making in software

Structured causal reasoning chain logging for LLM transparency

Statistical testing and analysis framework for AI research

Explainable AI (XAI) tools for the Crucible framework

Request hedging for tail latency reduction in distributed systems

Advanced telemetry collection and analysis for AI research

Data validation and quality library for ML pipelines in Elixir

Dataset management and caching for AI research benchmarks

Multi-model ensemble voting strategies for LLM reliability

Entropy is a fault-injection tool for the Elixir/OTP runtime.

Adversarial testing and robustness evaluation for the Crucible framework

CrucibleFramework: A scientific platform for LLM reliability research on the BEAM

Experimental research framework for running AI benchmarks at scale