$ techbusy scan --category laptops
fetching published specs... ok
folding owner feedback... ok
scoring 897 brands
weights = { specs: 0.55, feedback: 0.45 }
rank = top(k=12)
assert(!hands_on_test)
emit(Comparison)
cache.write(scorecard)
$ techbusy scan --category phones
fetching published specs... ok
owner_feedback.merge(v2)
scoring 612 brands
badge = calculated
publish(diff)
$ techbusy watch --price-drop
heartbeat ok · archive(run_id)
reload(catalog)
notify(subscribers)
$ techbusy score --as-of 2026-11-10
pipeline.map(normalize).filter(ok)
compare_scores.sort_by(weight)
warm(cache) · prune(stale)
// no hands-on lab
ui.render(rank, delta)
$ techbusy scan --category audio
fetching published specs... ok
scoring 441 brands
emit(Comparison)
diff = recalculate(all)
$ techbusy scan --category laptops
fetching published specs... ok
folding owner feedback... ok
scoring 897 brands
weights = { specs: 0.55, feedback: 0.45 }
rank = top(k=12)
assert(!hands_on_test)
emit(Comparison)
cache.write(scorecard)
$ techbusy scan --category phones
fetching published specs... ok
owner_feedback.merge(v2)
scoring 612 brands
badge = calculated
publish(diff)
$ techbusy watch --price-drop
heartbeat ok · archive(run_id)
reload(catalog)
notify(subscribers)
$ techbusy score --as-of 2026-11-10
pipeline.map(normalize).filter(ok)
compare_scores.sort_by(weight)
warm(cache) · prune(stale)
// no hands-on lab
ui.render(rank, delta)
$ techbusy scan --category audio
fetching published specs... ok
scoring 441 brands
emit(Comparison)
diff = recalculate(all)
$ techbusy scan --category gaming
fetching published specs... ok
folding owner feedback... ok
scoring 328 brands
rank = top(k=12)
badge = calculated
$ techbusy review --slug harborline
load(published_specs)
analyze(owner_feedback)
signal = weight(feedback, 0.45)
table = compare(spec, 0.55)
return calculate(signal, table)
score 8.5
$ techbusy scan --category smart-home
fetching published specs... ok
scoring 276 brands
publish(diff)
warm(cache)
$ techbusy pipeline run
ingest(published_specs)
analyze(owner_feedback)
assert(!hands_on_test)
emit(Comparison)
cache.write(scorecard)
ui.render(rank, delta)
$ techbusy watch --feed
heartbeat ok
notify(subscribers)
archive(run_id)
$ techbusy scan --category gaming
fetching published specs... ok
folding owner feedback... ok
scoring 328 brands
rank = top(k=12)
badge = calculated
$ techbusy review --slug harborline
load(published_specs)
analyze(owner_feedback)
signal = weight(feedback, 0.45)
table = compare(spec, 0.55)
return calculate(signal, table)
score 8.5
$ techbusy scan --category smart-home
fetching published specs... ok
scoring 276 brands
publish(diff)
warm(cache)
$ techbusy pipeline run
ingest(published_specs)
analyze(owner_feedback)
assert(!hands_on_test)
emit(Comparison)
cache.write(scorecard)
ui.render(rank, delta)
$ techbusy watch --feed
heartbeat ok
notify(subscribers)
archive(run_id)