AI Development Is Moving From Prompts to Executable Specifications
The strongest AI-assisted teams increasingly define behavior, constraints and acceptance tests before asking an agent to implement anything.
Jul 27, 2026

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40 stories for“2026 guide”
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

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

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

Apple’s public beta finally lets ordinary iPhone owners test a more capable Siri that can understand screens, personal context and actions across apps.
Jul 21, 2026

New obligations for general-purpose AI providers took effect this month, and the rest of the world is still deciding how, or whether, to follow.
Aug 6, 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
