Show HN: Korosta – Remember and highlight job postings you've seen
What is and whats not Korosta is a privacy-first user-customizable tool to highlight job postings based on how frequent are those, and your ratings: * how often the job postings appeared to the user -> fade repeatedly seen job postings * learns from your ratings with a simple local model -> highlight relevant ones * 2 versions: free and pro * almost everything is kept local (ratings, recipes, customizations, history), only licensing and payments require a server * no account required to
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points · 1 votes
2026-11-05 21:30:27.760Z
cumulative since publication
Research analysis
What changed
Source account: # What is and whats not Korosta is a privacy-first user-customizable tool to highlight job postings based on how frequent are those, and your ratings: * how often the job postings appeared to the user -> fade repeatedly seen job postings * learns from your ratings with a simple local model -> highlight relevant ones * 2 versions: free and pro * almost everything is kept local (ratings, recipes, customizations, history), only licensing and payments require a server * no account required to
Version & cost evidence
Source votes: 1 votes (Nov 5, 2026 UTC; cumulative since publication); previous same-scope observation: 1 (Nov 5, 2026 UTC). These observations do not establish demand growth. Recent records to compare: “Daybreak Red is now available in AWS GovCloud (US-East)” (OpenAI, Nov 4, 2026); “Ford launches a ‘privacy promise’ and explains how and why it uses customer data” (TechCrunch, Nov 2, 2026). Shared themes are navigation hints; they have not been verified as the same need or independent corroboration.
Who is affected
Identify the existing workflow this change affects before recommending an upgrade. Launch attention does not establish improvement; an API, pricing or availability change may instead create migration work.
Missing comparison points
Missing checks: old versus new behavior, affected plans and regions, availability date, compatibility, rollback path and cost under the same workload.
Migration check
Save the release or policy notice, run the same task on the old and new option, and compare outputs and the full bill. For retirement notices, verify the deadline before scheduling migration.