Engineering leaders are moving past vanity metrics to measure true AI business outcomes. This analysis covers the shift from token usage to value capture, the rise of software factories, and the infrastructure challenges posed by agentic workflows.
An executive analysis of the shift toward automated software factories. This brief examines the critical role of context layers, the limitations of pass-fail benchmarks, and the strategic necessity of cognitive locality in multi-agent systems to ensure sustainable engineering velocity.
Dex Horthy explores context engineering, loop automation, and the risks of lights-off software factories. Learn how to balance AI velocity with human architectural oversight.
Explores the strategic shift toward structured software factories, AI agent orchestration, and secure development pipelines. Highlights how companies can replace legacy SaaS costs with custom, AI-accelerated workflows while maintaining quality control and transparency.