Definition: A set of protocols and tools defining how software applications interact, essential for integrating AI tools in development workflows. APIs in the AI Era In the past, you wrote code to call APIs. In Vibe Coding, APIs are the tools you give to the AI. Coding with AI and APIs The biggest bottleneck for…
Definition: Attribution of human traits, emotions, or characteristics to non-human entities like AI systems. The Psychology of Vibe Coding We call it a “Coding Partner.” We say “he” or “she.” We get frustrated when “it” doesn’t “listen.” Anthropomorphism is the tendency to treat the AI like a person. In Vibe Coding, this isn’t just a…
Definition: The process of identifying outliers or unusual patterns in datasets that deviate significantly from normal behaviour. Coding Use Case: Finding Bugs In Vibe Coding, you can use the AI as an Anomaly Detector for your code. Data Use Case: Cleaning Your Inputs If you are building an app, use AI to detect anomalies in…
Definition: An artificial neural network combining neural networks and fuzzy logic principles to capture benefits of both frameworks. ANFIS: Blending Nuance with Learning What is ANFIS? Adaptive Neuro-Fuzzy Inference System (ANFIS) helps computers deal with ambiguity. Why Care in Vibe Coding? You probably won’t deploy an ANFIS model today. But the concept is vital for…
Definition: An AI system developed by Google DeepMind that plays the board game Go, becoming the first computer program to beat human professionals. The “Move 37” Moment In Game 2 against Lee Sedol, AlphaGo played “Move 37″—a move so unconventional that human commentators thought it was a mistake. It turned out to be brilliant. Relevance…
Definition: The extent to which an AI’s goals are in line with its creators’ goals, ensuring safe and beneficial AI behaviour. What is Alignment in Coding? In broad AI safety, Alignment means “don’t destroy humanity.” In Vibe Coding, Alignment means “don’t destroy my repo.” It’s about ensuring the AI adopts Your Style, Your Conventions, and…
Definition: Output from generative AI systems favouring quantity over quality, such as low-quality, cheaply produced AI-generated content. Identifying “Slop” in Code AI Slop is code that looks like code, runs like code, but is actually garbage. The Vibe Coding Danger The speed of vibe coding makes Slop dangerous. You can generate 1,000 lines of Slop…
Definition: The capability to monitor, understand, and trace AI system behaviour, outputs, and decision-making processes. Why You Need It When you write traditional code, you use a debugger to step through lines. When you “vibe code” with AI, the logic is hidden inside the model’s weights. AI Observability is the set of tools and practices…
Definition: A dynamic process where an agent autonomously plans and executes actions to achieve goals, involving reasoning, invoking external tools, and self-correction. The “Plan-Act-Observe” Loop An Agentic Workflow is the specific pattern of behavior an AI follows to solve a problem. It’s not just “one shot” generation; it’s a cycle. Why This Matters for Vibe…
Definition: AI systems designed to autonomously pursue complex goals and workflows with limited direct human supervision, breaking tasks into steps and adapting based on outcomes. What Defines “Agentic”? Traditional software is “passive”—it waits for you to click a button. Agentic AI is “proactive.” It has a goal, a loop, and tools. The Agentic Workflow in…