1. Software Development

Automates validation of hover functionality in the Dingo transpiler, ensuring accurate position mappings and debugging LSP issues after sourcemap changes.

Guides HASH users through Git workflow conventions for branch naming, pull request creation, and review processes in collaborative development.

Provides Rust error handling utilities with error-stack crate, covering custom errors, context propagation, and Error trait implementation.

Manages Rust dependency configurations in Cargo.toml for HASH workspaces, including version pinning and feature configuration.

Generates Rust crate documentation to explore APIs, structure, and usage for efficient code understanding and integration.

Provides testing strategies for HashQL code including unit, UI, and snapshot tests with annotation support and test management.

Guides writing HashQL J-Expr queries with syntax for #literal, #struct, #list, and function calls in .jsonc files.

Provides structured diagnostic patterns for HashQL code using the hashql-diagnostics crate.

Tests NodeBridge handlers via dedicated script, enabling handler listing and parameter passing for validation.

Automates adding NodeBridge handlers by updating source files and type definitions, with optional test execution.

Guides transformation of ML prototypes into robust, distributable Python packages via src layout, hybrid paradigm, and strict configuration management.

Delivers Vercel-engineered performance guidelines for React and Next.js to optimize components, data fetching, and bundle size during development.

Provides utilities for creating and managing terminal-based user interfaces (TUIs) to display structured data like calendars and flight bookings.

Advanced Kotlin patterns for AmethystMultiplatform, including state management (StateFlow), sealed hierarchies, DSL builders, and performance optimization.

Expertise in optimizing Gradle builds, resolving dependencies, and troubleshooting multi-module Kotlin Multiplatform projects, including desktop packaging and performance tuning.

Provides implementation patterns for the Nostr protocol in Quartz KMP library, covering event handling, cryptography, and relay communication.

Provides advanced Kotlin coroutines patterns for asynchronous programming, including structured concurrency, Flow operators, and exception handling in AmethystMultiplatform.

Expert in advanced Jetpack Compose Multiplatform UI patterns, including state management, theming, and optimization for shared components across platforms.

Guides Kotlin Multiplatform project structure decisions including source sets, expect/actual patterns, and platform-specific abstractions for Android, JVM, and iOS.

Provides accurate Microsoft API reference lookups, code samples, and SDK verification for Azure, .NET, and Microsoft APIs to prevent errors and deprecated patterns.

Reviews GitHub pull requests with human-like comments, offering direct code feedback and improvement suggestions.

Enables implementation, review, and optimization of SwiftUI user interfaces using iOS 26+ Liquid Glass API for visual effects and performance.

Profiles native macOS/iOS app performance using CLI tools for trace analysis, hotspot identification, and optimization without Instruments UI.

Designs command-line interface specifications including arguments, flags, subcommands, and UX patterns for consistency and discoverability.