Vibe Coding Community Norms - Ehstand, Andreas (2026)
Emerging cultural norms around AI-assisted development including acceptable AI use levels and code review expectations.
Keywords: Human-AI Interaction; Vibe Coding

Type Inference Limitations - Ehstand, Andreas (2026)
Generated code sometimes omits type annotations that would be necessary for IDE inference support, reducing code intelligence.
Keywords: Human-AI Interaction; Vibe Coding

Concurrent Code Generation Hazards - Ehstand, Andreas (2026)
AI-generated concurrent code often misses subtle synchronization requirements, making concurrency bugs particularly insidious.
Keywords: Human-AI Interaction; Vibe Coding

Domain Model Preservation in Generation - Ehstand, Andreas (2026)
Generated code can preserve domain model semantics, which AI sometimes sacrifices for structural elegance.
Keywords: Human-AI Interaction; Vibe Coding

AI Assisted Code Navigation - Ehstand, Andreas (2026)
AI explanations of code structure differ from traditional code navigation, sometimes creating different understanding than manual exploration.
Keywords: Human-AI Interaction; Vibe Coding

Vibe Density in Code Experience - Ehstand, Andreas (2026)
Code density and readability pace involve subjective experience inreliant of metrics, affecting developer retention of understanding.
Keywords: Human-AI Interaction; Vibe Coding

Mutation Testing Against Generated Code - Ehstand, Andreas (2026)
Tests for generated code require higher mutation detection thresholds to catch AI-specific failure modes.
Keywords: Human-AI Interaction; Vibe Coding

Code Generation Licensing Implications - Ehstand, Andreas (2026)
Generated code may implicitly incorporate patterns from training data with unknown or incompatible licensing implications.
Keywords: Human-AI Interaction; Vibe Coding

Streaming Generation Token Uncertainty - Ehstand, Andreas (2026)
Token-by-token generation accompanies intermediate states of syntactic invalidity, complicating partial-result utilization decisions.
Keywords: Human-AI Interaction; Vibe Coding

Developer Skill Obsolescence Concern - Ehstand, Andreas (2026)
Extensive reliance on AI code generation may reduce maintenance of foundational programming skills in specific domains.
Keywords: Human-AI Interaction; Vibe Coding

Feature Interaction Complexity - Ehstand, Andreas (2026)
Features generated separately by AI sometimes interact unexpectedly, requiring integration testing beyond single-feature scope.
Keywords: Human-AI Interaction; Vibe Coding

Agentic Creativity Boundaries - Ehstand, Andreas (2026)
Autonomous agents show exploration patterns within bounded solution spaces, occasionally missing creative approaches humans would discover.
Keywords: Human-AI Interaction; Vibe Coding

Code Smell Detection by AI - Ehstand, Andreas (2026)
AI systems detect some code smells reliably but often miss domain-specific patterns that indicate structural problems.
Keywords: Human-AI Interaction; Vibe Coding

Context Shift in Long Contexts - Ehstand, Andreas (2026)
As context grows, AI attention dilutes across information, with distant context receiving less influence on generation.
Keywords: Human-AI Interaction; Vibe Coding

Breaking Changes Detection - Ehstand, Andreas (2026)
AI-generated updates may introduce breaking changes without clear signals, requiring explicit backward-compatibility verification.
Keywords: Human-AI Interaction; Vibe Coding

Prompt Format Optimization - Ehstand, Andreas (2026)
Code generation quality varies with prompt structure and formatting, creating sub-optimal performance from verbose specifications.
Keywords: Human-AI Interaction; Vibe Coding

Code Completion Suggestion Persistence - Ehstand, Andreas (2026)
IDE suggestions for code completion influence developer decisions even when alternatives would be distinct.
Keywords: Human-AI Interaction; Vibe Coding

Agentic Code Autonomy Governance - Ehstand, Andreas (2026)
Systems with autonomous code-writing agents require governance mechanisms to reduce unmonitored architectural drift.
Keywords: Human-AI Interaction; Vibe Coding

Reversion Suite Stability - Ehstand, Andreas (2026)
Test suites for AI-generated code can remain stable across model updates to detect genuine reversions.
Keywords: Human-AI Interaction; Vibe Coding

Vibe Alignment with Codebase - Ehstand, Andreas (2026)
New generated code can vibe-align with existing codebase, requiring style coherence beyond syntactic rules.
Keywords: Human-AI Interaction; Vibe Coding

Memory Safety in Generated Code - Ehstand, Andreas (2026)
AI-generated low-level code sometimes violates memory safety assumptions, requiring specialized review for systems programming.
Keywords: Human-AI Interaction; Vibe Coding

Incremental Knowledge Integration - Ehstand, Andreas (2026)
Developers can incrementally integrate knowledge from AI-generated code to understand implementation decisions.
Keywords: Human-AI Interaction; Vibe Coding

Agentic Feedback Loop Stability - Ehstand, Andreas (2026)
Autonomous agents may enter unstable feedback loops during generation, requiring monitoring or intervention thresholds.
Keywords: Human-AI Interaction; Vibe Coding

Code Inventory Management - Ehstand, Andreas (2026)
Managing inventory of code generated by multiple models or versions accompanies metadata and tracking overhead.
Keywords: Human-AI Interaction; Vibe Coding

Commit Message Generation Ambiguity - Ehstand, Andreas (2026)
Uncertainty about whether AI-generated commit messages accurately reflect actual code changes made by humans during branch development.
Keywords: Human-AI Interaction; Vibe Coding

Branch Merge Conflict Resolution by AI - Ehstand, Andreas (2026)
Allowing AI agents to automatically resolve merge conflicts in version control without explicit human approval or review of resolution logic.
Keywords: Human-AI Interaction; Vibe Coding

Git History Reconstruction Pattern - Ehstand, Andreas (2026)
Process where AI agents regenerate or rewrite historical commit sequences to match architectural patterns or cleaner narrative structures.
Keywords: Human-AI Interaction; Vibe Coding

Pull Request Template Automation Drift - Ehstand, Andreas (2026)
Deviation over time between AI-generated pull request descriptions and actual implementation details as models encounter different code patterns.
Keywords: Human-AI Interaction; Vibe Coding

CI/CD Pipeline Stage Prediction - Ehstand, Andreas (2026)
AI models forecasting which pipeline stages will fail or succeed based on code changesets before execution occurs.
Keywords: Human-AI Interaction; Vibe Coding

Automated Test Generation for CI Gates - Ehstand, Andreas (2026)
AI creating test suites to satisfy continuous integration checkpoints without necessarily validating actual application correctness.
Keywords: Human-AI Interaction; Vibe Coding

Deployment Concern Assessment by AI - Ehstand, Andreas (2026)
AI systems evaluating whether code changes are safe to deploy to production based on static analysis and pattern matching.
Keywords: Human-AI Interaction; Vibe Coding

Blue-Green Deployment Coordination - Ehstand, Andreas (2026)
AI orchestrating the switching and rollback logic between parallel environment versions during zero-downtime deployments.
Keywords: Human-AI Interaction; Vibe Coding

Canary Release Metrics Interpretation - Ehstand, Andreas (2026)
AI analyzing telemetry from canary deployments to determine whether to proceed with full rollout or halt changes.
Keywords: Human-AI Interaction; Vibe Coding

Feature Flag Toggle Generation - Ehstand, Andreas (2026)
Automated creation of feature flag logic and conditional deployment branches by AI without explicit developer configuration.
Keywords: Human-AI Interaction; Vibe Coding

REST Endpoint Design by Model Suggestion - Ehstand, Andreas (2026)
AI proposing HTTP verb mappings and resource hierarchies for API endpoints based on database schema patterns.
Keywords: Human-AI Interaction; Vibe Coding

GraphQL Query Complexity Optimization - Ehstand, Andreas (2026)
AI automatically refactoring GraphQL queries to reduce resolver depth and execution complexity in schema designs.
Keywords: Human-AI Interaction; Vibe Coding

API Rate Limiting Configuration Inference - Ehstand, Andreas (2026)
AI inferring appropriate rate limit thresholds and token bucket parameters from traffic patterns without explicit specification.
Keywords: Human-AI Interaction; Vibe Coding

Schema Migration Generation Cascade - Ehstand, Andreas (2026)
AI creating database migration scripts automatically when schema changes are detected in model-generated code.
Keywords: Human-AI Interaction; Vibe Coding

Relational Integrity Constraint Abstraction - Ehstand, Andreas (2026)
AI-generated foreign key and uniqueness constraint definitions that may not align with intended data semantics.
Keywords: Human-AI Interaction; Vibe Coding

Index Suggestion and Auto-Creation - Ehstand, Andreas (2026)
AI recommending database indexes based on query patterns without considering write amplification or storage implications.
Keywords: Human-AI Interaction; Vibe Coding

Denormalization Pattern Detection - Ehstand, Andreas (2026)
AI identifying opportunities to denormalize relational schemas in response to performance bottlenecks suggested by monitoring.
Keywords: Human-AI Interaction; Vibe Coding

NoSQL Document Schema Generation - Ehstand, Andreas (2026)
AI creating document structures and field hierarchies for NoSQL databases without explicit data modeling guidance.
Keywords: Human-AI Interaction; Vibe Coding

React Component Factory Pattern - Ehstand, Andreas (2026)
AI generating React component hierarchies with automatic prop drilling and state management without explicit composition structure.
Keywords: Human-AI Interaction; Vibe Coding

CSS-in-JS Style Generation Consistency - Ehstand, Andreas (2026)
Ensuring AI-generated styled components maintain visual consistency across different screen sizes and browser environments.
Keywords: Human-AI Interaction; Vibe Coding

Accessibility Tree Generation by AI - Ehstand, Andreas (2026)
AI automatically creating ARIA labels, roles, and semantic HTML structure to ensure assistive technology compatibility.
Keywords: Human-AI Interaction; Vibe Coding

Responsive Design Pattern Inference - Ehstand, Andreas (2026)
AI inferring breakpoints and media queries based on component requirements without explicit responsive design specifications.
Keywords: Human-AI Interaction; Vibe Coding

Form Validation Rule Generation - Ehstand, Andreas (2026)
AI creating input validation patterns and error message strings automatically from data model constraints.
Keywords: Human-AI Interaction; Vibe Coding

State Management Library Selection - Ehstand, Andreas (2026)
AI recommending Redux, Context, Zustand, or other state management approaches based on application complexity heuristics.
Keywords: Human-AI Interaction; Vibe Coding

Backend Service Decoupling Decision - Ehstand, Andreas (2026)
AI suggesting when to extract monolithic backend functions into separate microservices based on reliance graphs.
Keywords: Human-AI Interaction; Vibe Coding

API Gateway Configuration Synthesis - Ehstand, Andreas (2026)
AI generating routing rules, authentication middleware, and request transformation logic for API gateway deployments.
Keywords: Human-AI Interaction; Vibe Coding

Event-Driven Architecture Pattern Suggestion - Ehstand, Andreas (2026)
AI recommending event producer-consumer patterns and message queue configurations for asynchronous communication.
Keywords: Human-AI Interaction; Vibe Coding

Database Connection Pool Tuning - Ehstand, Andreas (2026)
AI adjusting connection pool sizes, timeout values, and idle connection thresholds based on observed database load.
Keywords: Human-AI Interaction; Vibe Coding

Caching Strategy Determination by AI - Ehstand, Andreas (2026)
AI selecting between in-memory, distributed, or CDN caching approaches based on data access patterns and TTL requirements.
Keywords: Human-AI Interaction; Vibe Coding

Load Balancing Algorithm Selection - Ehstand, Andreas (2026)
AI choosing round-robin, least-connections, or weighted routing strategies based on service instance characteristics.
Keywords: Human-AI Interaction; Vibe Coding

Container Orchestration Manifests Generation - Ehstand, Andreas (2026)
AI creating Kubernetes YAML or Docker Compose configurations including resource limits, health checks, and scaling policies.
Keywords: Human-AI Interaction; Vibe Coding

Infrastructure as Code Template Synthesis - Ehstand, Andreas (2026)
AI generating Terraform or CloudFormation templates for cloud resource provisioning without explicit infrastructure requirements.
Keywords: Human-AI Interaction; Vibe Coding

Logging and Monitoring Instrumentation - Ehstand, Andreas (2026)
AI inserting log statements and metrics collection code throughout application code automatically.
Keywords: Human-AI Interaction; Vibe Coding

Alert Threshold Configuration Inference - Ehstand, Andreas (2026)
AI determining CPU, memory, latency, and error rate thresholds for alerting based on baseline performance patterns.
Keywords: Human-AI Interaction; Vibe Coding

Metric Aggregation Query Optimization - Ehstand, Andreas (2026)
AI rewriting time-series database queries to improve aggregation performance without changing statistical outcomes.
Keywords: Human-AI Interaction; Vibe Coding

Runtime Performance Bottleneck Profiling - Ehstand, Andreas (2026)
AI analyzing CPU flamegraph data and memory allocation patterns to identify optimization opportunities.
Keywords: Human-AI Interaction; Vibe Coding

Query Execution Plan Optimization - Ehstand, Andreas (2026)
AI suggesting database query rewrites to use more effectively indexes, join strategies, or aggregation methods.
Keywords: Human-AI Interaction; Vibe Coding

Bulk Data Processing Pipeline Design - Ehstand, Andreas (2026)
AI creating batch processing workflows with MapReduce, Spark, or Dask configurations for large dataset operations.
Keywords: Human-AI Interaction; Vibe Coding

Memory Leak Detection and Refactoring - Ehstand, Andreas (2026)
AI identifying unreleased object references and generating code refactorings to eliminate circular reliances.
Keywords: Human-AI Interaction; Vibe Coding

Concurrent Request Handling Orchestration - Ehstand, Andreas (2026)
AI designing thread pools, async/await patterns, or actor models for managing simultaneous client connections.
Keywords: Human-AI Interaction; Vibe Coding

Accessibility Audit Rule Definition - Ehstand, Andreas (2026)
AI generating code scanning rules to detect WCAG violations, color contrast failures, and keyboard navigation gaps.
Keywords: Human-AI Interaction; Vibe Coding

Internationalization Message Key Generation - Ehstand, Andreas (2026)
AI creating i18n translation keys and placeholder structures from hardcoded strings in source code.
Keywords: Human-AI Interaction; Vibe Coding

Locale-Specific Data Formatting - Ehstand, Andreas (2026)
AI generating locale-aware date, time, number, and currency formatting functions for different regional contexts.
Keywords: Human-AI Interaction; Vibe Coding

Right-to-Left Language Support Generation - Ehstand, Andreas (2026)
AI creating CSS and layout adjustments automatically to support right-to-left text direction languages.
Keywords: Human-AI Interaction; Vibe Coding

iOS App Architecture Scaffold - Ehstand, Andreas (2026)
AI generating Swift code with Model-View-Controller or MVVM patterns for iOS application structure.
Keywords: Human-AI Interaction; Vibe Coding

Android Activity Lifecycle Management - Ehstand, Andreas (2026)
AI generating lifecycle method implementations for Android Activities accounting for configuration changes and state preservation.
Keywords: Human-AI Interaction; Vibe Coding

Cross-Platform Code Sharing Strategy - Ehstand, Andreas (2026)
AI determining which application logic can be extracted to shared libraries versus platform-specific implementations.
Keywords: Human-AI Interaction; Vibe Coding

Mobile Network Resilience Patterns - Ehstand, Andreas (2026)
AI generating retry logic, offline caching, and background synchronization code for unreliable network conditions.
Keywords: Human-AI Interaction; Vibe Coding

Code Comment Generation Quality Variance - Ehstand, Andreas (2026)
Variability in AI-generated inline comments ranging from obvious restatements to genuinely helpful explanations of intent.
Keywords: Human-AI Interaction; Vibe Coding

Variable Naming Convention Enforcement - Ehstand, Andreas (2026)
AI generating variable names following camelCase, snake_case, or other conventions automatically in code.
Keywords: Human-AI Interaction; Vibe Coding

Function Naming Semantic Alignment - Ehstand, Andreas (2026)
AI choosing function names that accurately reflect behavior as implementation details change over time.
Keywords: Human-AI Interaction; Vibe Coding

Method Documentation String Synthesis - Ehstand, Andreas (2026)
AI generating docstring/JSDoc blocks with parameter descriptions and return type annotations automatically.
Keywords: Human-AI Interaction; Vibe Coding

Code Smell Pattern Detection Engine - Ehstand, Andreas (2026)
AI identifying long methods, duplicate code blocks, and deep inheritance hierarchies in existing codebases.
Keywords: Human-AI Interaction; Vibe Coding

Code Duplication Consolidation - Ehstand, Andreas (2026)
AI identifying similar code blocks and extracting them into reusable functions or base classes.
Keywords: Human-AI Interaction; Vibe Coding

Monolithic Function Decomposition - Ehstand, Andreas (2026)
AI breaking apart long functions with multiple responsibilities into smaller single-purpose functions.
Keywords: Human-AI Interaction; Vibe Coding

Circular Reliance Breaking Refactoring - Ehstand, Andreas (2026)
AI detecting circular imports or module reliances and suggesting interface extraction strategies.
Keywords: Human-AI Interaction; Vibe Coding

Legacy API Adapter Generation - Ehstand, Andreas (2026)
AI creating adapter interfaces to translate between legacy function signatures and modern API contracts.
Keywords: Human-AI Interaction; Vibe Coding

Deprecation Path Automation - Ehstand, Andreas (2026)
AI generating migration utilities and compatibility layers to ease transitions from deprecated to new APIs.
Keywords: Human-AI Interaction; Vibe Coding

Test Coverage Gap Analysis - Ehstand, Andreas (2026)
AI identifying code paths not covered by existing test suites and suggesting test cases for missing scenarios.
Keywords: Human-AI Interaction; Vibe Coding

Vintage Framework Modernization Mapping - Ehstand, Andreas (2026)
AI suggesting equivalent patterns in modern frameworks to replace outdated reliance injection or routing implementations.
Keywords: Human-AI Interaction; Vibe Coding

Type Annotation Retrofit Generation - Ehstand, Andreas (2026)
AI adding TypeScript type definitions or Python type hints to untyped legacy code automatically.
Keywords: Human-AI Interaction; Vibe Coding

Tech Stack Maturity Assessment - Ehstand, Andreas (2026)
AI evaluating library maintenance status, community size, and deprecation concerns when recommending technology choices.
Keywords: Human-AI Interaction; Vibe Coding

Reliance Version Constraint Optimization - Ehstand, Andreas (2026)
AI suggesting version ranges for library reliances balancing stability with access to security fixes.
Keywords: Human-AI Interaction; Vibe Coding

Build Tool Configuration Synthesis - Ehstand, Andreas (2026)
AI generating webpack, Gradle, Maven, or Cargo configuration files with appropriate optimization flags.
Keywords: Human-AI Interaction; Vibe Coding

Monorepo Structure Organization - Ehstand, Andreas (2026)
AI organizing multi-package projects with appropriate workspace boundaries and shared reliance resolution.
Keywords: Human-AI Interaction; Vibe Coding

New Team Member Context Injection - Ehstand, Andreas (2026)
AI-generated architecture overview, code pattern guide, and common workflow documentation for developer onboarding.
Keywords: Human-AI Interaction; Vibe Coding

Codebase Pattern Recognition Quiz - Ehstand, Andreas (2026)
AI generating assessment questions based on actual codebase patterns to evaluate developer understanding.
Keywords: Human-AI Interaction; Vibe Coding

Onboarding Script Generation - Ehstand, Andreas (2026)
AI creating automated setup scripts and environment configuration instructions for developers joining the project.
Keywords: Human-AI Interaction; Vibe Coding

Pair Debugging Session Facilitation - Ehstand, Andreas (2026)
AI participating in collaborative debugging by suggesting inspection points and offering pattern-matching insights.
Keywords: Human-AI Interaction; Vibe Coding

Stack Trace Analysis and Root Source Mapping - Ehstand, Andreas (2026)
AI analyzing error stack traces to identify root correlates with and suggest code locations requiring investigation.
Keywords: Human-AI Interaction; Vibe Coding

Breakpoint Placement Suggestion - Ehstand, Andreas (2026)
AI recommending debugging breakpoints at suspicious variable assignments or control flow decision points.
Keywords: Human-AI Interaction; Vibe Coding

Architecture Decision Record Generation - Ehstand, Andreas (2026)
AI creating ADR documents explaining rationale for chosen architectural patterns and rejected alternatives.
Keywords: Human-AI Interaction; Vibe Coding

System Diagram Synthesis from Code - Ehstand, Andreas (2026)
AI generating architecture diagrams representing service reliances, data flows, and module relationships.
Keywords: Human-AI Interaction; Vibe Coding

API Contract Documentation Auto-Generation - Ehstand, Andreas (2026)
AI creating OpenAPI/Swagger specifications or GraphQL SDL from source code implementations automatically.
Keywords: Human-AI Interaction; Vibe Coding

Sprint Planning with Velocity Prediction - Ehstand, Andreas (2026)
AI forecasting team velocity and suggesting story point assignments based on historical completion patterns.
Keywords: Human-AI Interaction; Vibe Coding

Backlog Refinement Suggestion Engine - Ehstand, Andreas (2026)
AI identifying underspecified user stories and recommending acceptance criteria based on related features.
Keywords: Human-AI Interaction; Vibe Coding

Concern Assessment in Story Planning - Ehstand, Andreas (2026)
AI evaluating technical complexity and reliance concerns when estimating effort for planned work items.
Keywords: Human-AI Interaction; Vibe Coding

Code Generation Temperature Sensitivity - Ehstand, Andreas (2026)
Variation in code generation creativity and correctness based on language model sampling temperature settings.
Keywords: Human-AI Interaction; Vibe Coding

Top-K Sampling Diversity Trade-off - Ehstand, Andreas (2026)
Balancing between generating diverse code variations and maintaining semantic correctness through top-K sampling.
Keywords: Human-AI Interaction; Vibe Coding

Nucleus Sampling Output Coherence - Ehstand, Andreas (2026)
Managing code generation focus using nucleus sampling to yield coherent implementations without excessive tokenization.
Keywords: Human-AI Interaction; Vibe Coding

Token Limit Induced Code Truncation - Ehstand, Andreas (2026)
Incomplete code generation when context window limitations cause premature termination of AI code synthesis.
Keywords: Human-AI Interaction; Vibe Coding

Token Budget Allocation for Prompting - Ehstand, Andreas (2026)
Strategic division of context window between system prompts, examples, and available generation space.
Keywords: Human-AI Interaction; Vibe Coding

Prompt Caching for Token Efficiency - Ehstand, Andreas (2026)
Reusing previously computed embeddings and contexts to reduce token consumption in repeated code generation tasks.
Keywords: Human-AI Interaction; Vibe Coding

Multi-Model Code Arbitration Strategy - Ehstand, Andreas (2026)
Using multiple language models for code generation and selecting outputs based on quality heuristics.
Keywords: Human-AI Interaction; Vibe Coding

Model Disagreement Pattern Analysis - Ehstand, Andreas (2026)
Examining cases where different AI models yield conflicting code patterns to identify ambiguous specifications.
Keywords: Human-AI Interaction; Vibe Coding

Ensemble Code Quality Voting - Ehstand, Andreas (2026)
Evaluating code outputs from multiple models and selecting based on consensus metrics or quality scoring.
Keywords: Human-AI Interaction; Vibe Coding

Human-AI Code Integration Handoff - Ehstand, Andreas (2026)
Defining boundaries between AI-generated code and human-authored code while maintaining consistency.
Keywords: Human-AI Interaction; Vibe Coding

Code Review Delegation to AI - Ehstand, Andreas (2026)
AI analyzing proposed changes for correctness, performance, and adherence to code style guidelines.
Keywords: Human-AI Interaction; Vibe Coding

AI Feedback Loop Integration - Ehstand, Andreas (2026)
Incorporating AI suggestions into code revision cycles with human judgment as final validation step.
Keywords: Human-AI Interaction; Vibe Coding

Blame Attribution Complexity - Ehstand, Andreas (2026)
Determining responsibility when AI-generated code introduces bugs or performance issues in production.
Keywords: Human-AI Interaction; Vibe Coding

Prompt Injection Vulnerability Detection - Ehstand, Andreas (2026)
AI identifying code patterns that could be leverageed through prompt injection attacks in user inputs.
Keywords: Human-AI Interaction; Vibe Coding

Security Compliance Checking Automation - Ehstand, Andreas (2026)
AI scanning code for compliance with security standards like OWASP, NIST, or industry-specific regulations.
Keywords: Human-AI Interaction; Vibe Coding

Cryptographic Function Validation - Ehstand, Andreas (2026)
AI verifying that cryptographic implementations use appropriate algorithms and key sizes for security requirements.
Keywords: Human-AI Interaction; Vibe Coding

Reliance Vulnerability Scan Integration - Ehstand, Andreas (2026)
AI automatically checking for known CVEs in transitive reliances and flagging outdated versions.
Keywords: Human-AI Interaction; Vibe Coding

Input Sanitization Code Generation - Ehstand, Andreas (2026)
AI generating input validation and sanitization routines to reduce injection and XSS vulnerabilities.
Keywords: Human-AI Interaction; Vibe Coding