Anti-Narration in Harness Engineering
Harness pattern that forces verification before accepting fluent AI outputs as correct.
Ais
Multi-Layer Perceptron (MLP)
Foundational neural network architecture covering perceptrons, layers, activation functions, and backpropagation-based training.
SWE-bench & SWE-bench Pro Explained
Overview of SWE-bench and SWE-bench Pro, the real-world GitHub issue fixing benchmarks used to evaluate AI coding ability.
LLM as Judge
Using a language model to evaluate another model's outputs as a scalable proxy for human preference judgments.
Commitment Gate (Harness Engineering)
A workflow checkpoint in harness engineering that enforces quality criteria before an agent's change can be merged or committed.
Deterministic Graders (for LLM / AI Evaluation)
Definition and best practices for deterministic grading in LLM evaluation using code-based rules instead of model-in-the-loop judgment.
Multi-Turn Conversation in AI
Explains how AI models maintain context across multiple exchanges using conversation history injection rather than internal memory.