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

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60 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

Homeland Security has used a supply-chain security law for the first time against an AI company, barring civilian agencies from buying or running DeepSeek and anything built on it.
Oct 22, 2026

Most small firms adopt AI where it is visible rather than where it saves money. The returns are in drafting, summarising and structuring information, and the losses are in anything requiring accuracy nobody checks.
Aug 13, 2026

A Kyoto University and Hiroshima University team demonstrated the first method for identifying W state entanglement among three photons, closing a gap that had resisted physicists since the state was first described in the late 1990s.
Oct 1, 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

A general reasoning model was handed a 1946 question from Paul Erdos and returned a 125 page counterexample. No hints, no step by step guidance, no training for the task.
Aug 4, 2026

David Robinson, who helped write OpenAI's Preparedness Framework, says 'the time for trial and error is over'. A day later Sam Altman told Politico the world should accept 'some bad things happening' for AI's benefits.
Oct 5, 2026
