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

Search
31 stories for“reader 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

Texas land-management work shows how drones and spatial data are shifting from spectacular aerial tools to routine systems for monitoring soil, water and vegetation.
Jul 24, 2026

OpenAI's health-focused experience brings medical records and wellness questions closer to conversational AI, while making privacy and clinical limits impossible to ignore.
Jul 24, 2026

A DNS failure inside Amazon's Virginia data hub knocked Snapchat, Fortnite, Ring and banks offline for 15 hours. Here is what actually broke.
Oct 21, 2025
