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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35 stories for“2026 trends”
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

Beyond construction equipment, Al Wisam’s automation division brings drives, control panels, PLCs, SCADA and technical services into one industrial offer.
Mar 19, 2026
