How to Kill the Code Review

12 hours ago

Human-written code died in 2025, and code reviews will die in 2026.
Code reviews are becoming obsolete due to the exponential increase in code changes and the inefficiency of manual reviews.
AI-generated code requires more effort to review than human-written code, making manual reviews unsustainable.
The future of code review lies in AI-driven tools and shifting human checkpoints upstream to review intent rather than code.
Spec-driven development is emerging as the primary method, where humans review specs, plans, and acceptance criteria instead of code.
Trust in AI-generated code is built through layers of verification, including multiple agent comparisons, deterministic guardrails, and adversarial verification.
Human value shifts to defining acceptance criteria and business logic, while AI handles implementation.
The concept of 'good code' is evolving, with a focus on standardization and automation.
The future of software development is characterized by rapid iteration, observation, and quick reverts rather than slow, manual reviews.

Hasty Briefsbeta