Tachyon MCP 1.0 adds MCP to existing Java and Kotlin applications without requiring an application framework. Built on Netty for Java 21+, it supports MCP 2025-11-25 and 2026-07-28, virtual-thread han...

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What's Changed TL;DR: This release improves MCP protocol correctness, extension discovery/negotiation, subscriptions, and test ergonomics. It also updates conformance coverage, examples, and severa...

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What's Changed feat: add testkit module by @kpavlov in #203 feat: kt-schema support, builder ergonomics by @kpavlov in #204 feat(extensions): add SEP-2640 skills extension (#206) by @kpavlov in #2...

{😸} Java and Kotlin Multiplatform library for generating JSON Schemas and LLM function schemas from Java and Kotlin classes and functions using Java annotation processing, reflection, KSP, or kotli...

💫 Tachyon MCP Runtime for JVM - a Java Model Context Protocol server with Streamable HTTP, native Netty transports, tasks, resources, prompts, resumable sessions, and stateless deployment support. ...

Unit tests ensure functions work in isolation, but production incidents thrive at the boundaries. This post details a pragmatic, parallel-ready architecture for integration-testing JVM web services. L...

Unit tests ensure functions work in isolation, but production incidents thrive at the boundaries. This post details a pragmatic, parallel-ready architecture for integration-testing JVM web services. L...

What's Changed Mokksy v0.10.0 is a feature-heavy release focused on more realistic request matching, easier stub provisioning, and better verification APIs for tests. The main additions are file-ba...

Beyond direct prompt injection lies a more dangerous class of attacks: manipulating the agent into writing malicious code that executes later in CI or production. This article examines second-order co...

Mokksy & AI-Mocks: The modern mock HTTP server for Kotlin & Ktor. High-fidelity mocking for OpenAI, Anthropic, Gemini, and SSE streaming where WireMock falls short.

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Kotlin-Java interoperability wrapper generators. Contribute to kpavlov/javable development by creating an account on GitHub.

When building a Kotlin library, the JVM interop story is often painful: suspend functions expose a raw Continuation parameter in Java, Flow has no Java equivalent, and data classes with many parameter...

Kotlin Multiplatform library that generates JSON Schemas from your methods and classes both at compile-time via Kotlin Symbol Processing(KSP) and at runtime via reflection or kotlinx.serialization....

Implement websocket stubs/request marchers and response generation. The API might look like mokksy.websocket(path="/ws") { when { frame.body contains "Hello" } respondsWith { textFrame { "How can I...

Kotlin's permissive file organization model enables expressive, cohesive code — but it also explains why large files are commonplace even in mature Kotlin libraries. This article examines the cultural...

Why unit tests alone won’t save your LLM application in production, and how Mokksy — a Kotlin mock server with true SSE and streaming support — fills the gap that WireMock leaves wide open.

Why unit tests alone won’t save your LLM application in production, and how Mokksy — a Kotlin mock server with true SSE and streaming support — fills the gap that WireMock leaves wide open.

What's Changed Adds glob-pattern processor filtering #43 by @kpavlov in #69 Update default kotlin version to 2.3 by @kpavlov Update min Java version to 17 by @kpavlov Fix maven parameter help gen...

What's Changed Breaking Changes Migrate "kotlinx-schema-generator-core" and "kotlinx-schema-generator-json to Kotlin Multiplatform (#147) by @kpavlov in #149 New features Extract parameter, fiel...

What's Changed ✨ New features Dynamic plugin execution configuration: Added KspLifecycleParticipant, enabling dynamic configuration of plugin executions based on the Maven lifecycle by @kpavlov ...

Important Changes feat: Implement compile-time function schema generation via KSP by @kpavlov in #44 breaking(schema): use ObjectPropertyDefinition for function parameters to match JSON Schema sem...

What's Changed Process main and test sources (#22) by @kpavlov in #35 Full Changelog: v0.1.3...v0.2.0

What's Changed fix(stdio-client): Monitor STDERR and refactor StdioClientTransport to use flows. Fixes #107 by @kpavlov fix(sse-client): Skip SSE in StreamableHttpClientTransport when data is empt...