Security & privacy
Traces trust boundaries, authorization, secrets, injection, and unsafe operations.
Code review & refactoring
An evidence-first workflow to review a change without confusing preference with a defect.
Code review & refactoring
An evidence-first workflow to detect architecture boundary violations and accidental coupling.
Frontend, UI & accessibility
An evidence-first workflow to verify hierarchy and interaction behavior across supported viewport ranges.
Backend & APIs
An evidence-first workflow to review resource semantics, status codes, caching, pagination, and idempotency.
Cloud & infrastructure as code
An evidence-first workflow to review infrastructure changes for replacement, privilege, exposure, cost, and rollback risk.
Cloud & infrastructure as code
An evidence-first workflow to identify unintended permissions and privilege-escalation paths in cloud access policy.
Containers & Kubernetes
An evidence-first workflow to review an image for provenance, contents, privileges, secrets, and reproducibility.
Containers & Kubernetes
An evidence-first workflow to review rendered Kubernetes resources and upgrade behavior before a release.
Databases & data engineering
An evidence-first workflow to explain a slow query from its plan, estimates, indexes, and runtime evidence.
Documentation & technical writing
An evidence-first workflow to verify that integration documentation matches the published API contract and real failure behavior.
Product, planning & operations
An evidence-first workflow to review an experiment for hypothesis quality, metrics, guardrails, exposure, and decision rules.
Documents, media & structured files
An evidence-first workflow to review a presentation for narrative, evidence, readability, accessibility, and speaker flow.