Validation·Validation
Code review, quality, and security agents
Agents and platforms for PR review, policy guardrails, and test generation from requirements.
This article is AI-assisted and co-authored by Xesca Alabart, co-founder of EasySpecs.
Review and security layers are part of the validation harness: they constrain what merges and what runs in production. As codegen volume rises, human-only review does not scale—policy, static analysis, and scenario-based checks fill the gap.
Tools in this category
| Tool | Notes |
|---|---|
| Qodo | AI code review / PR quality. |
| Amazon Bedrock Guardrails | Policies: PII, harmful content, injection. |
| GitHub Copilot agent mode | Issue → PR with review affordances. |
| testRigor | Tests from natural language requirements. |
| aqua cloud | Requirements-linked test generation and traceability. |
Compound correctness
Pair automated review with compound correctness thinking: each iteration should increase trust, not stack silent failures.
Related
References
- Qodo — Code review
- Bedrock Guardrails — AWS
- GitHub Copilot — Agent mode
- testRigor — NL tests
- aqua cloud — Traceability