Detect and remove AI writing patterns from academic manuscripts and response-to-reviewers letters.
Compute and report task-correct held-out metrics for a trained medical-imaging model — segmentation (Dice plus a boundary metric such as…
Pre-submission self-review for the user's own manuscripts, applying a reviewer perspective.
Statistical analysis for medical research papers.
Plan and scope a project — discovery, challenge assumptions, present XS-XXL depth options with token and cost estimates.
CTO-level project status from git and codebase state.
API and backend code review — REST conventions, auth, validation, error handling, pagination, rate limiting, test coverage.
Detect Broken Authentication abuse (API2:2023) against an API from auth-endpoint telemetry and token-validation events — invalid-signature…
Detect Broken Object Level Authorization (BOLA / API1:2023) abuse against a REST or GraphQL API from access logs, gateway telemetry, and…
Find and prove Broken Function Level Authorization (BFLA / API5:2023) in an API during an authorized test — reaching administrative or…
Find and prove Broken Object Level Authorization (BOLA / API1:2023) in a REST or GraphQL API during an authorized assessment.
Harden sensitive business flows against Unrestricted Access (API6:2023) and detect automated abuse.
Analyze API changes for backward compatibility with breaking change detection and consumer impact assessment
Detect excessive data exposure (API3:2023) in an API from response telemetry and schema-diff analysis — endpoints returning sensitive…
Fetch economic data from FRED, World Bank, and other APIs
API de Categorias da Tray. Utilize quando o desenvolvedor precisar gerenciar a árvore de categorias da loja, incluindo consulta…
API de Status de Pedido da Tray (recurso `/orders/statuses`).
Guide API design following REST, GraphQL, and gRPC best practices.
Enforces best practices for REST API response structures and downstream data integrity to prevent silent failures and design ambiguities.
Enforces best practices for REST API response structures and ensures data integrity for downstream exports like Excel and PDF files.
Modern API development patterns for building high-performance, scalable web services.