Patterns

KernelTCPEvent -> InterServiceNetworkMetrics

Trace kernel TCP connect and listen events using eBPF to map inter-container network dependencies and measure RTT.

DirectoryTree -> RegisteredResources

Scan filesystem module directories to automatically discover and register backend pages, API routes, translation files, and database entities.

GDFFile -> GraphExecutionResult

Parse and execute abstract computer vision execution graphs from text-based Graph Description Format (GDF) files.

Null -> List<InferenceEndpoint>

Probe default local loopback ports to automatically identify running local LLM API servers.

SystemMetadata -> MirrorURL

Detect local operating system distribution and measure connection speeds to multiple upstream mirror servers to select the fastest local installation repository.

UserSpaceSSLCall -> PlaintextPayload

Intercept user-space SSL/TLS library calls via eBPF uprobes to capture unencrypted payload bytes before encryption or after decryption.

List<ServiceModule> -> OpenAPIPathMap

Inspect loaded application modules at startup to dynamically construct and expose an OpenAPI specification.

List<FilePath> -> Map<String, String>

Load and parse a list of environment files sequentially where later files override previously loaded environment variables.

HostHardwareInfo -> ContainerImageURI

Detect host GPU hardware properties to select and download a matching, hardware-accelerated container runner image.

(ModelPath, HardwareTarget, BackendConfig) -> InferenceEngineInstance

Dynamically load and configure the optimal execution backend (e.g., TensorRT, OpenVINO, ONNX Runtime) based on hardware targets and model formats.

McpToolRequest -> DatabaseResultSet

Translate incoming Model Context Protocol tool execution payloads into native database driver commands.

RawVendorDeviceState -> UnifiedAcceleratorMetrics

Query and normalize heterogeneous GPU/NPU performance and utilization metrics from proprietary vendor tools into a single schema.

HardwareBufferPointer -> ReadOnlyStateInterface

Expose raw pointer-based, read-only interfaces of physical state buffers directly to downstream algorithmic controllers.

FlashAddress -> InstructionStream

Execute pre-compiled native machine instructions directly from read-only memory-mapped flash without staging them into RAM first.

CitationGraph -> MCPServerCapabilities

Expose a structured document citation graph as interactive MCP tools to allow external LLM agents to walk references and propose annotations dynamically.

SubscriptionFilter -> RetainedMessage

Store the latest message flagged as retained for a topic and deliver it immediately to new matching subscribers.

Path<SharedLibrary> -> DynamicController

Dynamically load external shared libraries to inject custom controller logic into a centralized runtime loop.

DirectoryPath -> List<CallableEndpoint>

Scan PHP source files in a target directory to dynamically discover and register methods decorated with specific attributes as callable endpoints.

SystemCaptureDevice -> MediaStream

Read raw frame buffers from system audio or video capture hardware and convert them into continuous media stream frames.

Tuple<TemplateFileStream, Map<String, String>> -> HttpResponse

Stream file contents block-by-block while replacing placeholder variables in-flight to output dynamic HTTP responses without full-string buffering.

RFField + LocalOscillatorField -> DirectionalRFSignal

Map incoming RF wavefront angles to spatial quantum coherence variations across a single vapor cell using a local-oscillator dressing field.

HostOSState -> CompatibilityReport

Inspect host CPU capabilities and kernel module state to verify hardware-assisted virtualization viability.