Normalized results
Every row keeps its origin, license, size, availability signal, and ranking explanation.
Model a federated command-line search pipeline: fan out to source adapters, normalize unlike records, cluster duplicates, rank with transparent weights, and recover from slow or failing sources.
A robust aggregator does not concatenate strings. It enforces source contracts, records provenance, harmonizes units, groups equivalent artifacts, and ranks only after policy checks.
Every row keeps its origin, license, size, availability signal, and ranking explanation.
Adjust how trust, availability, freshness, and source diversity shape the score.
Canonical titles and content fingerprints merge equivalent records without erasing provenance.
Wall time is bounded by the slowest successful adapter, not the sum of every adapter.
Retries are capped, jittered, and cancelled when the query budget expires.
Search tooling inherits risks from every adapter. Protect users with an explicit source registry, strict parsing, bounded execution, privacy-preserving logs, and verifiable licensing.
Mark controls your production design would enforce. This checklist is saved only for this tab.
Stress different failure modes without leaving the browser.
No query field accepts arbitrary terms. No result has a URL, magnet, hash, or download action. The seeded fixtures cover distributable Linux images and public-domain culture only.
Production adapters should be allowlisted, versioned, rate-limited, schema-validated, and disabled automatically when provenance or license evidence disappears.
Avoid central query logs when possible. Hash short-lived correlation IDs, redact arguments, cap retention, and let users inspect what telemetry leaves the client.
Open each concept to see the design decision hidden behind an apparently simple multi-source command.
Five questions test concurrency, normalization, provenance, retries, and privacy. Feedback appears immediately.
Download a JSON record of simulator settings, timing, ranking weights, and threat-model controls. It contains no links, magnets, downloads, or live-source data.