Term Dictionary

Key Terms Every Vibe Coder Should Know

The world of vibe coding comes with its own language—AI prompts, component libraries, integration layers, and more. This dictionary breaks down essential terms and concepts to help you navigate tools, workflows, and conversations with confidence. Whether you're new to the space or refining your skills, this glossary is your go-to reference for the terms shaping the future of product building.

A

API Automation App Builder AI Integration A/B Testing AI Model Adaptive Learning Algorithmic Trading Artificial Neural Networks Augmented Reality AI Chatbot Actionable Insights Autonomous Systems AutoML AIaaS Aspect-Based Sentiment Analysis Anomaly Detection Authentication API Integration AI-Powered Personalization

B

Backend Development Blockchain Integration Big Data Business Intelligence (BI) Bug Tracking Behavioral Analytics Bias Mitigation Bot Development Business Process Automation Browser Extension Bootstrap BERT Backend AI Service Browser-based AI B2B AI Solutions Batch Processing Behavior-Driven Development Bug Fixing Automation Brain-Computer Interface

C

Cloud Computing Custom AI Solutions Continuous Integration Conversational AI Computer Vision Component-based Development Customer Data Platform Clustering Cloud-native AI Content Generation CI/CD Pipeline Cross-platform AI Development Cloud AI Tools Contextual AI Collaborative Filtering Chatbot Framework Customizable AI Continuous Deployment

D

Data Science Deep Learning Data Engineering Data Preprocessing Deployment Pipeline Decision Trees Data Visualization Domain-Specific AI Distributed AI Deep Reinforcement Learning Data Collection Distributed Computing Decision Support Systems Data Annotation Dynamic Pricing Distributed Ledger Technology Deep Neural Networks Data-driven Development

E

Edge Computing Event-Driven Architecture Exploratory Data Analysis End-to-End Machine Learning Embeddings Explainable AI Elastic Search Entity Recognition Ensemble Learning Ethical AI Edge AI Email Filtering Error Detection Empathy in AI Event Stream Processing Expert Systems Emotion Recognition Exponential Smoothing Embedding Layers Energy-Efficient AI

F

Federated Learning Feature Engineering Function as a Service Fuzzy Logic Facial Recognition FastAPI Feature Store Frameworks Fine-Tuning Fairness in AI Federated Search Focal Loss Fake News Detection FPGA Few-Shot Learning Feature Selection Forecasting Fast.ai Flask Fraud Detection

G

GraphQL GPU Generative Adversarial Networks Ground Truth Gradient Descent Generative Model Graph Neural Networks Game Theory Graph Databases Global Optimization Geospatial Data Generative Pretrained Transformer Generalization Gantt Chart GAN Training Gaussian Mixture Models Graphical User Interface Gaussian Blur Group Decision Support Systems Geolocation Services

H

Hadoop Hyperparameter Tuning Hidden Layers Hamming Distance Heuristic Algorithms Heterogeneous Computing Hyperparameter Optimization Heuristic Search Histogram Equalization Human-in-the-Loop Hadoop Distributed File System Human-Computer Interaction Heatmap Hierarchical Clustering Hamming Code Hyperparameter Space Homogeneous Data Hybrid Model Holistic AI

I

Integration Testing Intelligent Automation Inference Intelligent Agents Identity Resolution Interactive AI Intellectual Property in AI Image Recognition Intent Recognition Image Segmentation Incremental Learning Integration Platforms Inference Engine Input-Output Mapping Interactive Machine Learning Indexing Intent-Based Networking Image Synthesis Input Normalization

J

Jupyter Notebook Job Scheduling JSON Joint Optimization JavaScript for AI Java Virtual Machine Jitter Jumpstart Libraries Jaccard Index Java AI Libraries Job Automation JupyterLab Jumpstart AI Solutions JSON-LD JavaScript Machine Learning Libraries Job Clustering Jupyter Notebooks for Data Science Jupyter Widgets JSON Schema Validation

K

Kubernetes K-means Clustering Knowledge Graph Kernel Methods Keras Knowledge-Based Systems K-nearest Neighbors (K-NN) K-fold Cross Validation Kalman Filter Keras Tuner Kernel Trick KPI K-fold Cross Validation Knowledge Representation Key-Value Pair Kinematic Data K-Nearest Neighbor Algorithm Knowledge Transfer

L

Linear Regression Logistic Regression Loss Function LSTM Learning Rate Latent Variable Models Labeling Locality Sensitive Hashing Latent Dirichlet Allocation (LDA) Log-Linear Model Long Short-Term Memory Network Logistic Regression Low-Level Language L2 Regularization Label Propagation Latent Semantic Analysis (LSA) Logistic Loss Function Learning Algorithm Linear Discriminant Analysis

M

Machine Learning Model Training Model Deployment Meta-Learning Machine Vision Model Evaluation Multimodal AI Model Tuning Matrix Factorization Maximum Likelihood Estimation Mean Squared Error (MSE) Markov Chains Microservices Model Overfitting Monte Carlo Simulation Minibatch Gradient Descent MLOps Multithreading Multivariate Analysis

N

Natural Language Processing (NLP) Neural Networks Neural Architecture Search NVIDIA CUDA Natural Language Generation (NLG) Naive Bayes Classifier Named Entity Recognition (NER) Neural Style Transfer Normalization Non-negative Matrix Factorization Neural Machine Translation Noise Reduction Non-Linear Activation Function Natural Language Understanding (NLU) Neural Network Training NoSQL Databases Normalized Cross-Entropy Loss Network Latency

O

OpenAI Object Detection Optimization Algorithms Open Source Outlier Detection Online Learning Optimization Layer Overfitting Prevention Out-of-the-box AI Ordinal Regression Overload Protection Optimization Problem Objective Function One-Shot Learning Online Data Processing Optimization Techniques Offline Reinforcement Learning Out-of-the-box AI Models Over-the-Air (OTA) Updates

P

Python Predictive Analytics Preprocessing Probabilistic Programming Perceptron Parallel Computing Personalization Algorithms Principal Component Analysis (PCA) Prompt Engineering Pre-trained Models Predictive Modeling Pattern Recognition Privacy-Preserving AI Policy Gradient Methods Pipelines Perplexity Performance Metrics Policy-Based AI Prompt Injection

Q

Quantum Computing Querying Queueing Theory Quality Assurance Q-Learning Query Optimization Quantization Quasi-Newton Methods Quality Control in AI Quantum Machine Learning Query Execution Plan Quality Metric Quantitative Analysis Query Language Quick AI Prototyping Quality Dataset Quantum Circuit Query Pipeline Quantitative Machine Learning

R

Reinforcement Learning Real-Time Processing Recommendation Systems Regression Analysis Robotic Process Automation (RPA) Recurrent Neural Networks (RNN) Random Forests Reinforcement Learning Agent Robotic AI Rule-Based Systems Recursive Neural Networks (RecNN) Recommender Algorithms Real-Time AI Residual Networks (ResNet) Random Search Reinforcement Learning with Human Feedback (RLHF) Risk Assessment AI Real-Time Analytics Reinforcement Learning Algorithm

S

Serverless Architecture Supervised Learning Scalable AI Speech Recognition Sentiment Analysis Self-Driving Car Technology Streaming Data Smart Contracts Semi-Supervised Learning Synthetic Data Scoring Model Support Vector Machines (SVM) Spatial AI Speech-to-Text Similarity Search Service-Oriented Architecture (SOA) Swarm Intelligence Speech Synthesis Supervised Machine Learning

T

TensorFlow Training Data Tokenization Transfer Learning Turing Test Tensor Time Series Analysis Text Classification Topic Modeling Transformer Models Token Embeddings Test Automation Temporal Data Throttling Training Set Transfer Learning for AI Products Tree-Based Models Temporal Convolutional Networks (TCN) Traffic Prediction

U

UI Design for AI Unsupervised Learning Utility Function User Authentication Unified AI Platform User Feedback Loop Universal Language Model Unstructured Data User-Centric Design in AI U-Net Upstream Learning Universal AI Model Ultra-Low Latency Undirected Graphical Models Utility AI Uncertainty Modeling Universal Search Algorithms User Intent Detection Utility-Based Agents

V

Voice Recognition Visual Recognition Virtual Assistant Version Control for AI Models Vectorization Vision AI Voice-to-Text Conversion Value-Based AI Virtualization for AI Vector Database Visual Analytics Virtual Reality (VR) with AI Voice User Interface (VUI) Value Function Vibe Code Video AI Vulnerability Detection Visual Question Answering (VQA)

W

Web Scraping with AI Workflow Automation Web AI Frameworks Wireless Communication in AI Weighted Sum Model Wide-Scale Deployment Weakly Supervised Learning Wavelet Transform World Model Web Accessibility with AI Weak AI Workload Distribution Weighted Neural Networks Web-based AI Training White-box AI Models

X

XGBoost XAI (Explainable AI) Xenobot XML XOR X-Machine Learning Xception Model X-Rays and AI

Y

YAML Yottabyte YOLO YouTube AI Yield Prediction Yarn Yellowfin AI Yarn ML Yum Yosemite AI

Z

Zero-shot Learning Zettaflop Zigzag Optimization Zillow AI Zero-knowledge Proofs Z-Score Zebra Medical Vision Zenith AI Zinc AI Zoom AI