Tagged articles

single source of truth

3 articles · Page 1 of 1

Aug 27, 2026 · Artificial Intelligence

One Spec to Rule Them All: Curing AI's Selective Deafness with SSOT

The article argues that AI coding assistants ignore rules not due to model flaws but because repositories contain multiple conflicting specification files; it proposes a Single Source of Truth (SSOT) strategy: one root-level AGENTS.md as the sole entry point, with tool-specific files like CLAUDE.md reduced to pointers, prohibitions placed upfront, and detailed docs loaded on demand.

AGENTS.mdAI CodingCLAUDE.md

0 likes · 15 min read

One Spec to Rule Them All: Curing AI's Selective Deafness with SSOT

Tech Architecture Stories

Apr 20, 2026 · Industry Insights

Beyond the Hype: What Real Harness Engineering Means for AI Programming

The article demystifies the buzz around AI programming "harness" by explaining that true harness engineering requires clear semantics, a single source of truth, organized context, execution constraints, and evaluation loops to keep AI agents from drifting off course.

AI programmingEval-driven developmentHarness Engineering

0 likes · 12 min read

Beyond the Hype: What Real Harness Engineering Means for AI Programming

ELab Team

Sep 1, 2022 · Fundamentals

From Lisp Parsers to SwiftUI: Unlocking Single Source of Truth and Language Fundamentals

This article explores the concept of Single Source of Truth in SwiftUI, explains the nature of computer programs, compares compiled and interpreted languages, discusses Turing completeness and formal language history, demonstrates a simple Lisp interpreter, and examines how Xcode leverages ASTs for live SwiftUI previews, highlighting the benefits of a code‑out approach.

ASTLispSwiftUI

0 likes · 18 min read

From Lisp Parsers to SwiftUI: Unlocking Single Source of Truth and Language Fundamentals