mostlylucid 

Unified LLM provider infrastructure for LucidRAG with YAML-based configuration

Agentic query decomposition engine for LucidRAG: breaks complex queries into sub-queries with tool routing, glossary-aware expansion, and orchestration.

A lightweight ASP.NET Core middleware for generating realistic mock API responses using local LLMs (via Ollama). Supports REST, GraphQL, SSE streaming, SignalR real-time data, gRPC, and OpenAPI specs. NEW in... More information

Collects items into batches by size or time interval before processing.

Minimal atom wrapper for fixed-concurrency work pipelines with stats tracking.

Atom that pauses or cancels intake based on ambient signals (circuit-breaker pattern).

Wraps work with bounded retry and backoff semantics.

Safe SQLite single-writer access with mini CQRS pattern. Keyed by connection string with cached read access and serialized writes.

Reactive two-stage pipeline that throttles stage 1 when stage 2 signals backpressure.

Watches a SignalSink for matching signals and triggers callbacks. Useful for error monitoring.

Controlled fan-out pattern: global gate bounds total concurrency while per-key ordering is preserved.

Stateless circuit breaker that reads state from the ephemeral signal window.

Async signal handler for telemetry integration with non-blocking I/O.

HTTP client helper that emits fine-grained progress and stage signals during downloads.

Adaptive rate limiting using ephemeral signals for automatic backoff.

Demonstrates configurable window sizes - from tiny to thousands of tracked operations.

Moving-window anomaly detection based on signal pattern thresholds.

Dynamic concurrency adjustment based on load signals (scale up/down).

Signal-coordinated readers that pause during updates - quiesce reads without hard locks.

Signal-driven backpressure pattern - defer intake when backpressure signals present.