tech
Leanstral: Open-Source foundation for trustworthy vibe-coding
AI agents have proven to be highly capable tools at code generation. Yet, as we push these models to high-stakes domains, ranging from frontier research mathematics to mission-critical software, we encounter a scaling bottleneck: the human review. The time and specialized expertise required to manually verify become the primary impedance of engineering velocity.
TL;DR
- AI agents excel at code generation.
- High-stakes applications of AI code generation face a bottleneck due to human review.
- The time and expertise required for manual verification slow down engineering velocity.