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skrcode

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Building JAIPilot
12 followers · 34 following

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skrcode/README.md

Building JAIPilot

Java and distributed-systems engineer focused on building high-performance backend systems.

I work on high-performance services, simple architectures, and software that remains understandable under change. My background includes Java, Spring Boot, microservices, MySQL, Redis, Aerospike, messaging systems, and performance-sensitive application infrastructure.

I am currently building JAIPilot: an AI-assisted Java testing specialist for generating, repairing, and verifying tests, improving coverage, and checking behavior before and after refactoring.

Areas of focus

  • JVM and Spring application architecture
  • High-throughput and latency-sensitive backend services
  • Databases, caches, messaging, and distributed systems
  • Performance measurement and allocation reduction
  • Behavior-preserving refactoring and repository modernization
  • Agent-assisted engineering grounded in deterministic verification

Selected work

  • JAIPilot — AI-assisted Java test generation, repair, and verification, with coverage improvement and regression protection for refactoring.
  • Best JSON Formatter CLI — fast, local, lossless JSON formatting and correctness checks for developers, CI, and coding agents.
  • Java Auto Unit Tests — an IntelliJ-based experiment in AI-assisted Java unit-test generation.
  • Spring XML Bean to Annotation — migration tooling for converting Spring XML bean definitions to annotation-based configuration.

GitHub activity

GitHub contribution streak

Engineering approach

Preserve behavior first. Measure before optimizing. Prefer fewer moving parts, explicit invariants, focused tests, and the smallest change that solves the real problem.

More at jaipilot.com.

Pinned Loading

  1. JAIPilot/jaipilot JAIPilot/jaipilot Public

    JAIPilot CLI — fast, high coverage testing agent for Java. Focused, verified tests, up to 5× faster multi-class generation, and a 90% line coverage target.

    Go 6 1

  2. bestjsonformatter-cli bestjsonformatter-cli Public

    Fast, local, lossless JSON formatting and correctness checks for developers, CI, and coding agents.

    TypeScript 3

  3. spring-xml-bean-to-annotation spring-xml-bean-to-annotation Public

    Migration tooling for converting Spring XML bean definitions to annotation-based configuration.

    Java 1

  4. JAIPilot/verify JAIPilot/verify Public

    Generate focused tests for code changes and review findings, then run them on base and changed revisions.

    Go 1

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