These skills do not affect the main grade but show the breadth of your profile.
AI Coding Assistants
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Knows basic ChatGPT/Claude concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies ChatGPT/Claude for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies ChatGPT/Claude for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes ChatGPT/Claude usage standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Knows basic GitHub Copilot concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies GitHub Copilot for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies GitHub Copilot for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes GitHub Copilot usage standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Algorithms & Data Structures
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Knows basic graph algorithm concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies graph algorithms for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies graph algorithms for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes graph algorithm standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Application Security
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Knows main OWASP Top 10 vulnerability categories. Understands how security issues can manifest in compilers — injection through input data, unsafe file path handling.
Applies secure input processing principles in the compiler: source code validation, path traversal protection, safe plugin handling. Conducts basic security audits.
Analyzes compiler attack surface: untrusted code processing, macro sandboxing, protection against supply chain attacks through dependencies. Introduces fuzzing for discovering parser vulnerabilities.
Defines security policy for compiler products: threat modeling, security review processes, CVE response. Coordinates security audits with external researchers.
Knows basic secure coding principles: input validation, error handling, avoiding buffer overflow. Applies basic practices when writing compiler components.
Writes secure compiler code: buffer overflow protection in the parser, safe memory handling in the optimizer, correct processing of untrusted source code.
Designs secure compiler components: sandbox for macro execution, protection against DoS through exponential AST growth, formal verification of critical optimizations.
Defines secure development standards for the compiler team: mandatory CI checks, security review processes, training the team on defensive programming practices.
Benchmarking
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Knows basic benchmarking tools concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies benchmarking tools for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies benchmarking tools for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes benchmarking tools standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Knows basic performance budgets concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies performance budgets for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies performance budgets for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes performance budgets standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Caching
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Understands caching purpose and Redis operating principles. Knows how cache is used in compiler infrastructure for accelerating repeated builds and storing intermediate results.
Uses Redis for caching in compiler infrastructure: module parsing results, object file hashes, dependency status. Configures TTL and eviction policies.
Designs caching system for the compiler: distributed artifact cache between developers, content-addressable storage based on Redis, invalidation on dependency changes.
Defines caching strategy for the compiler platform: multi-level cache architecture (local/Redis/S3), hit rate metrics, optimization for various build patterns.
CI/CD
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Understands GitHub Actions workflow file structure. Can run basic pipelines for building and testing the compiler on each commit, reads logs for error diagnostics.
Configures CI pipelines for the compiler: platform matrix (Linux/macOS/Windows), dependency caching, parallel test suite execution. Uses artifacts for passing data between jobs.
Designs complex CI/CD pipelines for the compiler: bootstrap build, regression tests on thousands of files, performance benchmarks. Optimizes execution time through caching and sharding.
Standardizes CI/CD processes for the compiler team: reusable workflows, merge policies, automated release pipelines. Introduces quality metrics and gates for each stage.
Cloud Providers
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Knows core AWS services: EC2, S3, IAM. Understands how cloud infrastructure is used for hosting compiler CI/CD pipelines and storing build artifacts.
Uses AWS for compiler infrastructure: EC2 Spot for parallel builds, S3 for artifact storage, CodeBuild for CI. Configures IAM policies for secure resource access.
Designs cloud infrastructure for distributed compilation: EC2 fleet autoscaling, S3 artifact caching with lifecycle policies, Lambda for lightweight code validation tasks.
Defines cloud strategy for compiler infrastructure: cost optimization through Reserved/Spot instances, multi-region deployment, disaster recovery architecture for critical services.
Compiler Tools
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Knows basic Language Server Protocol concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies Language Server Protocol for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies Language Server Protocol for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes Language Server Protocol standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Concurrency & Parallelism
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Understands async programming concepts: callbacks, promises, futures. Uses basic async patterns when writing tests and utilities for the compiler.
Applies async patterns for parallel file processing in the compiler pipeline. Implements non-blocking I/O for reading source code and writing build artifacts.
Designs async compiler subsystems: parallel module parsing, concurrent IR optimization, async dependency loading. Ensures correct synchronization for shared data access.
Defines architectural patterns for async processing in the compiler: concurrency models for compilation phases, load balancing strategies between threads. Reviews solutions for thread safety.
Knows basic multithreading concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies multithreading for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies multithreading for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes multithreading standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Containerization
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Understands basic Docker concepts for compiler development: reproducible build environments in containers, Docker images for cross-compilation toolchains, basic Dockerfile for compiler CI. Follows team conventions for containerized compiler build and test environments.
Creates optimized multi-stage Dockerfiles for compiler builds: separating bootstrap, testing and final image stages. Configures volumes for caching intermediate artifacts.
Designs container infrastructure for compiler CI: platform matrix, cross-compilation in isolated containers. Optimizes image layers to minimize rebuild time.
Defines containerization strategy for compiler toolchains: base images, update policies, vulnerability scanning. Introduces best practices across all compiler team projects.
DSL & Interpreters
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Knows basic DSL design concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies DSL design for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies DSL design for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes DSL design standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Functional Programming
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Knows basic functional programming principles for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies functional programming principles for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies functional programming principles for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes functional programming principles standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Understands basic immutability concepts as applied to compiler data structures — immutable ASTs, symbol tables, and IR representations. Follows team patterns for constructing new nodes instead of mutating existing ones during compilation passes. Recognizes how immutability simplifies reasoning about compiler transformations and enables safe parallel pass execution.
Independently applies immutability patterns in compiler implementation including persistent AST representations, copy-on-write IR nodes, and hash-consing for structural deduplication. Writes transformation passes that produce new immutable IR trees without modifying inputs, enabling clean pass composition and rollback. Understands memory and performance trade-offs of immutable compiler data structures versus arena-allocated mutable representations.
Designs compiler architectures that leverage immutability for correctness guarantees in multi-pass optimization pipelines. Implements advanced immutable IR designs with efficient structural sharing, incremental recomputation based on immutable change detection, and parallel optimization passes on shared immutable representations. Optimizes immutable compiler data structures for cache locality and minimal allocation overhead while preserving referential transparency.
Defines immutability standards for compiler infrastructure across the organization's toolchain projects. Establishes guidelines for immutable IR design, pass composition patterns, and safe mutability boundaries in performance-critical compiler components. Conducts architecture reviews ensuring immutable data structures enable correct parallelization, incremental compilation, and reproducible build semantics.
Knows basic monads and functors concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies monads and functors for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies monads and functors for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes monads and functors standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Git & Workflows
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Knows basic Git advanced concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies Git advanced techniques for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies Git advanced techniques for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes Git advanced standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Integration Testing
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Knows basic integration testing concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies integration testing for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies integration testing for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes integration testing standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Kubernetes & Orchestration
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Understands core Kubernetes concepts: pods, services, deployments. Knows how compiler infrastructure can run in a cluster for scalable builds.
Configures Kubernetes for compiler infrastructure: deploying build agents, setting resource limits, managing storage for compilation artifact cache.
Designs Kubernetes infrastructure for distributed compilation: worker pod autoscaling by task queue, affinity rules for cache optimization, custom operators for build management.
Defines orchestration strategy for the compiler platform: multi-cluster architecture, resource policies, integration with cloud-native tools. Mentors the team on Kubernetes practices.
Logging
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Understands the difference between regular and structured logging. Adds basic log entries to compiler components for tracking compilation stages and error diagnostics.
Implements structured logging in the compiler: JSON format, severity levels, contextual fields (file, phase, time). Configures log filtering for debugging specific compiler passes.
Designs compiler logging system: compilation phase tracing, per-pass profiling, error correlation across modules. Integrates logs with performance analysis systems.
Standardizes logging practices for the compiler team: unified formats, mandatory fields, rotation policies. Defines verbosity levels for various debugging and profiling scenarios.
Memory Management
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Knows basic memory management concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies memory management for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies memory management for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes memory management standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Knows basic memory profiling concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies memory profiling for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies memory profiling for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes memory profiling standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Metrics & Monitoring
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Understands the purpose of monitoring and metrics systems. Can view existing Grafana dashboards for tracking CI pipeline status and compiler build time.
Configures Prometheus metrics for compiler infrastructure: build time by phases, error counts, resource utilization. Creates Grafana dashboards for CI/CD monitoring.
Designs metrics system for the compiler: latency per pass, error type distribution, performance regressions. Configures alerting on compilation time anomalies.
Defines monitoring strategy for the compiler platform: key SLI/SLO, cascading alerts, metrics correlation with releases. Standardizes dashboards for the entire development team.
Networking
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Understands basic networking concepts: TCP/IP, DNS, HTTP. Knows how network protocols are used for compiler interaction with remote repositories and build servers.
Applies networking knowledge to compiler infrastructure: proxy configuration for dependency downloads, diagnosing network issues in CI, optimizing artifact transfer between nodes.
Designs network architecture for distributed compilation: exchange protocols between worker nodes, bandwidth optimization for IR transfer, network policy configuration in Kubernetes.
Defines network architecture for the compiler platform: connectivity topology between build nodes, load balancing strategies, network security for distributed builds.
OOP & Design Patterns
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Knows basic design pattern concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies design patterns for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies design patterns for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes design pattern standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Knows basic OOP principles for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies OOP principles for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies OOP principles for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes OOP principles standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Optimization
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Knows basic latency optimization concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies latency optimization for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies latency optimization for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes latency optimization standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Knows basic resource optimization concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies resource optimization for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies resource optimization for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes resource optimization standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Knows basic throughput optimization concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies throughput optimization for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies throughput optimization for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes throughput optimization standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Profiling
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Knows basic CPU profiling concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies CPU profiling for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies CPU profiling for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes CPU profiling standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Knows basic I/O profiling concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies I/O profiling for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies I/O profiling for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes I/O profiling standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Knows basic memory profiling concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies memory profiling for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies memory profiling for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes memory profiling standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Prompt Engineering
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Understands basic LLM principles: query formulation, few-shot examples. Uses AI assistants for generating test cases and documentation for compiler components.
Applies prompt engineering for compiler tasks: generating test programs for fuzzing, automating IR refactoring, creating documentation for optimization passes.
Uses LLMs for complex compiler engineering tasks: analyzing IR patterns for new optimizations, generating peephole rules, automated bug classification by components.
Defines AI application strategy in compiler development: LLM integration in code review, automated test generation, AI-assisted performance regression analysis.
Relational Databases
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Knows relational database and SQL basics. Can run simple queries against compiler metadata databases: configurations, test results, build information.
Uses PostgreSQL for storing compiler metadata: benchmark results, pass statistics, dependency graph. Designs table schemas and writes optimized queries.
Designs databases for compiler infrastructure: AST metadata storage, symbol indexing for IDE integration, result table partitioning by version.
Defines data storage architecture for the compiler platform: replication strategies, backup policies, schema migrations. Optimizes query performance for analytical workloads.
REST API
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Knows basic REST principles: resources, HTTP methods, response codes. Can call simple endpoints for integrating the compiler with external services and retrieving configuration metadata.
Designs REST API for compilation task management: endpoints for build initiation, status retrieval, artifact download. Applies versioning and proper error handling.
Develops scalable REST APIs for distributed compilation with pagination, filtering and caching. Defines OpenAPI contracts for CI/CD pipeline and IDE integration.
Establishes API design standards for the entire compiler infrastructure: unified contracts, versioning strategies, backward compatibility. Reviews team API decisions for alignment with architectural principles.
System Design
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Understands basic system design concepts: components, interfaces, dependencies. Views the compiler as a system of connected modules: parser, analyzer, optimizer, code generator.
Applies system design principles to compiler architecture: phase modularity, clear interfaces between IR levels, error handling strategies across components.
Designs compiler subsystems with scalability in mind: incremental compilation, lazy module loading, architecture for supporting multiple code generation backends.
Defines architectural decisions for the compiler platform: extensibility through plugins, caching strategies, balance between compilation time and optimization quality.
Test Strategy
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Knows basic property-based testing concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies property-based testing for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies property-based testing for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes property-based testing standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Knows basic TDD/BDD concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies TDD/BDD for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies TDD/BDD for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes TDD/BDD standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Type Systems
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Knows basic generics and parametric polymorphism concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies generics and parametric polymorphism for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies generics and parametric polymorphism for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes generics and parametric polymorphism standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Knows basic type safety concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies type safety for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies type safety for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes type safety standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.
Unit Testing
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Knows basic unit testing concepts for compiler engineering and can apply them in common tasks. Uses standard tools and follows established team practices. Understands when and why this approach is used.
Confidently applies unit testing for compiler engineering in non-standard tasks. Independently selects optimal approach and tools. Analyzes trade-offs and suggests improvements to existing solutions.
Expertly applies unit testing for compiler engineering in designing complex systems. Optimizes existing solutions and prevents architectural mistakes. Conducts code reviews and trains colleagues on best practices.
Establishes unit testing standards for the compiler engineering team and makes architectural decisions. Defines technical roadmap considering this skill. Mentors senior engineers and influences practices of adjacent teams.