Packages

Shared IR structs for Forge, Anvil, Ingot, and external clients; typed datasets, samples, assignments, labels, artifacts, and evaluation runs for labeling workflows.

Metrics aggregation service for experiment results and system health monitoring.

Dataset management library for ML experiments with support for GSM8K, HumanEval, MMLU loaders and evaluation metrics (BLEU, ROUGE, F1).

Phoenix LiveView interface for sample generation and human labeling workflows. Thin wrapper around Forge (sample factory) and Anvil (labeling queue) with real-time progress updates, keyboard shortcuts, and inter-rater reliability dashboards.

Code Intelligence Platform built on the Portfolio RAG ecosystem. Repository analysis, semantic code search, dependency graphs, and AI-powered code understanding with multi-language support.

Unified API Gateway for North Shore AI services - handles routing, authentication, rate limiting, and circuit breaking

TelemetryReporter is a transport-agnostic telemetry batching library for Elixir/BEAM apps. It uses Pachka for efficient size/time batch flushing, drops on overload to protect producers, and isolates encoding failures so a single bad event never poisons a batch.

Interactive CLI/REPL for the NSAI ecosystem: unified interface for Crucible experiments, CNS dialectical synthesis, and ML reliability research.

Low-level BEAM↔Python concurrency substrate. ETS-backed shared state with Python views, batched fan-out with real backpressure, and stage composition over BEAM + Python steps. Built on SnakeBridge/Snakepit.

An educational scalar reverse-mode autodiff and neural-network library for Elixir.

TypeSafe/Jev semantic sensor bank backend for the Autonomic Kernel architecture, providing evidence redaction, drift monitoring, and anomaly detection.

BEAM-native semantic actor substrate built on TypeSafeSDK 0.4.0 for high-concurrency populations, recursive decisions, and graph-coordinated semantic work.

Linux isolation execution domain backend for the Autonomic Kernel architecture, providing cgroup v2, namespaces, seccomp filtering, and overlayfs sandboxing.

PostgreSQL durable authority store, Ecto repository, transactional ledger, and epoch fencing backend for the Autonomic Kernel architecture.

Production-oriented BEAM/OTP control plane and kernel for untrusted coding workers inside disposable execution domains with durable authority, effect brokering, homeostatic regulation, and verification recovery.