Property-based testing
AssessTechniques
Testing approach that checks software against generated properties and invariants across many cases.
Why it's here
Placed in Assess: 1 article(s) of evidence from 1 source(s), led by research-stage coverage, with 1 in the last 30 days. Confidence 24%. Low accumulated evidence, so it defaults conservatively pending more signal.
Evidence (1)
- 5Martin Fowler·7/13/2026researchFowler on AI Harnesses and Self-Hosted Models
Martin Fowler reports that teams are focusing more on AI harness engineering, especially context management and stronger validation techniques such as property-based testing and formal methods. He also notes growing interest in self-hosted open-weight models, driven by cost, data security, model sovereignty, and the possibility of fine-tuning domain-specific models to reduce token usage.