research-web

Web research verifies API deprecations by checking official documentation, changelogs, release tags, and issue trackers to validate breaking changes. This approach confirms library method status by triangulating primary sources, producing cited findings with dates and confidence notes regarding deprecated methods.

The SIFT method for source evaluation involves applying specific heuristics like lateral reading and CRAAP to assess online source credibility, currency, and relevance. It prioritizes primary sources and triangulates non-trivial claims with at least two independent sources to ensure evidence-backed findings.

Reliable technical research uses targeted queries, search operators, and date filters across official docs, repositories, and registries. This search strategy plans and executes queries to produce evidence-backed topic summaries requiring independent confirmation through primary source triangulation.

Triangulating non-trivial claims requires finding at least two independent primary sources to verify accuracy and credibility. This source evaluation process applies SIFT and lateral reading heuristics, records any conflicting information or uncertainties, and produces cited findings with dated references.

Web research supports UI component validation and framework checks by searching official documentation, repositories, and registries. It applies targeted queries and source evaluation heuristics to verify product names, versions, and examples, yielding evidence-backed summaries with dated citations.

Recording recency and uncertainties during source evaluation ensures findings reflect the most current and accurate information available. Noting conflicts and confidence levels from triangulated primary sources provides transparency about the reliability of cited web research results.