Tagged articles

incremental development

5 articles · Page 1 of 1

Aug 11, 2026 · Product Management

AI‑Powered Change Contracts: Traceable PRD & Prototype Iterations Without Full Rewrites

The article introduces the prd‑iterate skill, which uses a four‑section change map (Add, Keep, Must‑Change, Forbidden) to lock iteration contracts, ensuring that second‑round PRD updates and prototype modifications are incremental, clearly documented, and safe for AI‑assisted coding, avoiding full rewrites and ambiguous reviews.

AI CodingPRD iterationchange contract

0 likes · 14 min read

AI‑Powered Change Contracts: Traceable PRD & Prototype Iterations Without Full Rewrites

ZhiKe AI

May 13, 2026 · Artificial Intelligence

How Effective Harnesses Keep Long‑Running AI Agents Productive

The article analyzes why AI agents lose progress across discrete context windows, identifies two failure patterns, and presents a dual‑harness solution—an initialization agent and a coding agent—that uses init scripts, progress files, and Git to enable incremental, test‑driven development over hours or days.

AI agentsClaude Agent SDKcontext management

0 likes · 16 min read

How Effective Harnesses Keep Long‑Running AI Agents Productive

Shuge Unlimited

Apr 26, 2026 · Artificial Intelligence

OpenSpec Hands‑On: 3 Commands, 4 Artifacts, 4‑Step Closed Loop for Incremental Feature Development

This tutorial walks through adding a priority field to an existing todo‑API using OpenSpec’s incremental workflow—proposing the change with /opsx:propose, reviewing the generated Delta Specs, applying the code with /opsx:apply, and archiving the change with /opsx:archive—while illustrating ADDED and MODIFIED specifications, code updates, testing, and best‑practice tips.

AI programmingCLIDelta specs

0 likes · 23 min read

OpenSpec Hands‑On: 3 Commands, 4 Artifacts, 4‑Step Closed Loop for Incremental Feature Development

IT Architects Alliance

Oct 16, 2022 · R&D Management

How Progressive Thinking Shapes Business Architecture for Large-Scale Websites

The article explains why a progressive, incremental approach to business architecture—balancing clear primary requirements with flexible handling of secondary and emergent features—helps large‑scale website projects avoid the pitfalls of rigid waterfall planning and enables smoother versioned development.

AgileR&D managementSoftware Architecture

0 likes · 10 min read

How Progressive Thinking Shapes Business Architecture for Large-Scale Websites

21CTO

Feb 4, 2016 · Fundamentals

12 Essential Rules for Successful Architecture Refactoring by Uber’s Raffi Krikorian

This article presents Uber engineering leader Raffi Krikorian’s twelve practical rules for planning, executing, and validating architecture refactoring, covering purpose definition, incremental delivery, data handling, technical debt, technology choices, pressure management, business alignment, non‑technical factors, code quality, and team readiness.

Technical Debtbest practicesengineering management

0 likes · 13 min read

12 Essential Rules for Successful Architecture Refactoring by Uber’s Raffi Krikorian