Synchronizes project documentation, API references, and schemas with actual code changes and release diffs.
Conducts comprehensive technical design reviews covering data flows, state transitions, failure modes, and database migrations before…
Transforms ambiguous product requirements into comprehensive, testable, and actionable technical specifications.
Conducts rigorous pre-merge code reviews to catch operational bugs, security flaws, concurrency issues, and test gaps before deployment.
Executes browser-based user journey tests, investigates root causes, applies minimal fixes, and automatically validates regressions.
Performs comprehensive browser QA testing and structured bug reporting from a user perspective without modifying code or application data.
Investigates software bugs and incidents using hypothesis testing, data flow tracking, and systematic root cause analysis.
Automates code verification, commits, branch pushes, and pull request creation following strict repository standards.
Measures web performance baselines, Core Web Vitals, and regression metrics across deployments under standardized testing conditions.
Build production Firebase Genkit applications including RAG systems,
Use when targeting Genome Biology or deciding whether a genomics or computational biology manuscript fits this venue.
Predict regulatory features, gene structure, and utilize the genome intelligent host DNA language model directly from DNA…
Use when drafting or revising professional prose.
Full website GEO+SEO audit with parallel subagent delegation.
Performs deterministic Generative Engine Optimization (GEO) baseline analysis to evaluate brand visibility, recommendations, source…
Generate a professional, client-facing GEO report combining all audit results into a single deliverable with scores, findings, and…
Transforms brand knowledge, question sets, and GEO analysis into verifiable, multi-tiered content deliverables and audit-ready reports.
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Monthly delta tracking and progress reporting for GEO clients.
Adapts master GEO articles into compliant, platform-tailored versions for Toutiao, Sohu, Zhihu, and 36Kr with automated compliance checks.
Verify that the points in a geospatial dataset actually sit where they claim to, then publish a street-level audit artifact with corrected…