newsarchiver

Design scalable backend architecture, APIs, data models, and reliability controls for services. Use when planning or implementing server-side architecture, persistence strategy, API boundaries, and performance/security hardening.

Run constructive, risk-prioritized code reviews focused on correctness, security, maintainability, and performance. Use when reviewing pull requests, preparing review feedback, or creating actionable fix recommendations.

Design and automate CI/CD, infrastructure, deployment safety, and observability workflows. Use when creating deployment pipelines, IaC plans, rollback strategies, runtime monitoring, and operational reliability controls.

Execute evidence-first QA with screenshot-backed verification and reality checks. Use when validating UI behavior, documenting defects with proof, checking interaction flows, and producing release-readiness QA reports.

Investigate runtime content-hiding and paywall reveal mechanics for lawful archival capture. Use when tracing script/network/DOM paths that determine final visible article text and when authoring deterministic extraction recipes.

Perform application security analysis and remediation planning for web services and pipelines. Use when modeling threats, reviewing code for vulnerabilities, hardening auth/session/input handling, or defining security CI/CD checks.

Produce clear developer documentation, API docs, README structure, and tutorial flows. Use when drafting or revising technical docs, migration guides, onboarding instructions, and documentation standards.