Research library
A reading room for published papers and rich HTML: buyer thesis, technical architecture, migration notes, AI infrastructure essays, and reproducible evidence paths.
Featured HTML whitepaper
An architects-and-engineers whitepaper on StreamKernel's embedded MCP control plane: a local, auditable, schema-described interface for agents to inspect runtime state, validate configuration, query evidence, and preflight guarded operations.
All papers
Every document from the published technical library is available here with a durable site URL.
A rich evidence whitepaper on normalizing, enriching, governing, routing, and auditing agent tool-call events before they affect enterprise systems.
A defense telemetry whitepaper on evaluating and routing operational events in-process, with guardrail decisions, route labels, sensitivity scoring, reason codes, and provenance carried on every record.
A healthcare pipeline whitepaper on detecting PHI fields, applying redaction or tokenization, running local AI enrichment, and writing governed Kafka records inside the same JVM process.
A deeper financial-services paper on scoring payment events inside the runtime with in-process inference, policy decisions, audit output, and governed delivery.
A buyer-facing view of transaction scoring, AML control points, policy evidence, and in-process inference for regulated payment flows.
A market thesis for operational AI: governed, indexed, repeatable, and closer to infrastructure than a conversational surface.
A transport-agnostic migration paper for teams moving between Pulsar and Kafka while preserving policy, transform, sink, and evidence behavior.
A visual explanation of disconnected model execution, local evidence, and single-JAR deployment for networks that cannot call out.
An infrastructure essay on unnecessary model-serving hops, energy cost, operational sprawl, and why local inference can matter.
A technical paper on generating embeddings inside the JVM runtime and delivering vector-ready records into MongoDB Atlas.
A more narrative benchmark article connecting local evidence, throughput ceilings, caveats, and buyer-relevant proof paths.
A compact note on bootstrapping governed model artifacts and writing enriched records into Delta Lake from the same runtime boundary.
A short, sharp proof note around the local producer ceiling and why reproducible runtime evidence matters more than vague claims.
An architectural article on keeping scoring, policy, provenance, and delivery inside the event path instead of distributing them across services.
A run story tracing at-least-once optimization, payload behavior, and the mechanics behind a reproducible Kafka profile.
A Kafka delivery story focused on exactly-once semantics, reproducible settings, and throughput evidence under stronger guarantees.
A long-run benchmark narrative for high-volume Kafka processing and the operational evidence around sustained record movement.
A MongoDB sink story for sustained insert throughput, operational settings, and the evidence behind a 95.5M document baseline.
A security-path benchmark story for TLSv1.3, OPA-backed policy checks, deny behavior, and evidence under governed delivery.
Reading paths
The same papers can support a buyer conversation, an engineering review, or a proof-first benchmark discussion.
Market framing, regulated AI, infrastructure cost, and where StreamKernel belongs in the operational stack.
Governed vertical patterns, migrations, embedding pipelines, and model-governed delivery inside the JVM boundary.
Benchmark narratives for Kafka, MongoDB, mTLS + OPA, and the local runtime proof points behind public claims.
Commercial path
Use the commercial path for benchmark review, protected AI builds, plugin guidance, and regulated deployment planning.