DevelopersGlobal

Applies OWASP Top 10, secrets management, and least-privilege principles before any code ships. Security is a build step, not an afterthought.

Designs and coordinates multi-agent pipelines where specialized agents collaborate to complete complex tasks. Includes communication protocols, failure handling, and state management.

Red-green-refactor cycle with meaningful coverage. Tests are written before implementation. Coverage is a side effect of good tests, not the goal.

Detects and mitigates LLM hallucinations in production pipelines. Validates AI-generated facts, code, and decisions before they reach end users or downstream systems.

Structured code review focusing on correctness, security, and maintainability. Correctness before style. Every reviewer comment must be actionable.

Systematic root cause analysis for production and development bugs. Hypothesis-driven debugging — never guess-and-check.

Accessible, performant, responsive UI patterns. Component design, state management discipline, and Core Web Vitals compliance.