A developer introduced the concept of 'diff debt' to describe the accumulated risk of merging AI-generated code that no human has thoroughly reviewed. The term emerged from the developer's experience …
A developer traces the evolution of AI interaction design from prompt engineering (2022-2024) through context engineering (mid-2025) to loop engineering (June 2026), arguing each rename reflects a gen…
Addy Osmani, former Google Chrome DevRel now at Anthropic, released agent-skills, a repository of 24 workflow skills designed to prevent AI coding agents from skipping critical engineering steps like …
Anthropic's Claude Code now writes 90% of the company's own codebase, boosting engineer output by 200% and shifting bottlenecks to code review. The tool's Code Review product increased substantive pul…
At the AI Engineer World's Fair, speakers debated the role of human agency in AI-driven software development, with some advocating for autonomous 'autoresearch' loops and others insisting that humans …
A developer explored loop engineering, a pattern where coding agents repeatedly execute tasks until a goal is met, and assessed its relevance for frontend and fullstack developers. The developer demon…
Loop Engineering, a 2026 AI workflow pattern where developers build systems that prompt agents instead of doing it manually, has a dirty secret: without a proper evaluation component, the loop becomes…
A developer named Shivansh Pandey created a Claude Code skill called loop-engineering that automates the process of setting up loop engineering in a repository. Loop engineering replaces manual step-b…
A new trend called 'loop engineering' is gaining traction in the software development community, where engineers design autonomous loops that allow coding agents to execute tasks without human interve…
Boris Cherny of Anthropic, Peter Steinberger, and Addy Osmani of Google are promoting 'loop engineering,' a workflow where developers design automated loops that prompt AI agents instead of typing pro…
Generative AI tools are reshaping developer identities and tool loyalty, with 90% of respondents to the 2025 DORA survey using AI at work. At Google I/O, panelists argued developers should de-skill on…
SoloEngine, the first low-code Agentic AI development platform, enables building production-grade autonomous AI loops without writing code. It encapsulates Loop Engineering's six core primitives into …
A practical field guide to agentic loops—the simplest unit of useful agent work—has been synthesized from current practice by Addy Osmani, Peter Steinberger, Boris Cherny, and others. The guide explai…
Loop engineering, a new trend in software development, allows engineers to design autonomous coding agents that operate without human intervention, freeing them from manual prompting. The concept, pop…
A growing consensus among AI coding tool users advocates for writing loops instead of prompts, shifting from manual agent steering to designing systems that automate repetitive tasks. The approach aim…
A developer spent three days using AI to build an authentication system, only to realize the user flow was fundamentally wrong because no one had defined the requirements beforehand. Industry observer…
A growing phenomenon called 'cognitive surrender' is plaguing software engineering teams, where developers approve AI-generated code without understanding it, leading to a viral Reddit post and warnin…
Engineers from Anthropic and OpenAI are adopting 'loop engineering' for AI agents, replacing individual prompts with recurring orchestration loops that set goals, invoke agents, check outputs, and re-…
AI leaders including Claude Code creator Boris Cherny and OpenAI engineer Peter Steinberger are championing 'loop engineering' over traditional prompt engineering, designing recurring systems that let…
Addy Osmani and Shubham Saboo from Google Cloud published five patterns for building reliable, stateful AI agents, addressing the common failure of agents that work in demos but break in production. T…