Loop Engineering Is the New Skill Behind Better AI Coding
Claude Code lead Boris Cherny's shift from writing prompts to designing loops points to a more disciplined way of building reliable software with agents.
Jul 27, 2026

Search
40 stories for“practical ideas”
Claude Code lead Boris Cherny's shift from writing prompts to designing loops points to a more disciplined way of building reliable software with agents.
Jul 27, 2026

Goal-based, time-based, event-driven and proactive loops solve different problems. Choosing the wrong one creates noise, cost and fragile automation.
Jul 27, 2026

The strongest AI-assisted teams increasingly define behavior, constraints and acceptance tests before asking an agent to implement anything.
Jul 27, 2026

As agents generate more implementation, review quality depends on keeping changes small, showing verification and protecting the human attention budget.
Jul 27, 2026

Logs are no longer enough when coding agents choose tools and revise plans. Teams need traces that explain goals, actions, evidence, cost and escalation.
Jul 27, 2026

OpenAI's long-awaited GPT-5 merges fast chat with deep reasoning into one system, and the rollout has already been messier than the launch-day pitch.
Aug 12, 2025

Anthropic's new Opus model targets long-running coding and professional workflows with a 1-million-token context window, adaptive effort and the same API price as Opus 4.8.
Jul 24, 2026
