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[Feature]: add automated duplicate-issue guardrail for triage quality

enhancementNew feature or requestNew feature or request

help wantedExtra attention needed from the communityExtra attention needed from the community

needs-triageAwaiting maintainer review and categorizationAwaiting maintainer review and categorization

plan-meTriggers CodeRabbit to generate an implementation planTriggers CodeRabbit to generate an implementation plan

priority: mediumNice to have — scheduled for next cycleNice to have — scheduled for next cycle

Status: Open.

#230 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Apr 3, 2026

[Bug]: market-history category breakdown is always empty despite non-empty jobs

bugSomething isn't workingSomething isn't working

help wantedExtra attention needed from the communityExtra attention needed from the community

needs-triageAwaiting maintainer review and categorizationAwaiting maintainer review and categorization

priority: mediumNice to have — scheduled for next cycleNice to have — scheduled for next cycle

Status: Open.

#228 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Apr 3, 2026

[aw] Daily Backlog Burner failed

agentic-workflows

automation

priority: highImportant — should be addressed this weekImportant — should be addressed this week

testing

type: bugSomething isn't workingSomething isn't working

Status: Open.

#208 In ambicuity/New-Grad-Jobs;

· github-actions opened on Mar 18, 2026

🚨 Board is stale — scraper may have stopped

automation

priority: criticalMust fix immediately (data loss, CI broken, site down)Must fix immediately (data loss, CI broken, site down)

status: in-progressActively being worked onActively being worked on

testing

type: bugSomething isn't workingSomething isn't working

Status: Open.

#206 In ambicuity/New-Grad-Jobs;

· github-actions opened on Mar 18, 2026

[Advanced]: make fetch orchestration adapt to live source health instead of static worker counts

advancedRequires deep scraper knowledge; high-impact changeRequires deep scraper knowledge; high-impact change

help wantedExtra attention needed from the communityExtra attention needed from the community

needs-triageAwaiting maintainer review and categorizationAwaiting maintainer review and categorization

type: enhancementNew feature or requestNew feature or request

Status: Open.

#188 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Mar 14, 2026

[Advanced]: add a maintainer workflow for discovering stable public job payloads

advancedRequires deep scraper knowledge; high-impact changeRequires deep scraper knowledge; high-impact change

help wantedExtra attention needed from the communityExtra attention needed from the community

needs-triageAwaiting maintainer review and categorizationAwaiting maintainer review and categorization

priority: mediumNice to have — scheduled for next cycleNice to have — scheduled for next cycle

type: enhancementNew feature or requestNew feature or request

Status: Open.

#187 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Mar 14, 2026

[Intermediate]: summarize HTTP failure classes by source in generated health output

help wantedExtra attention needed from the communityExtra attention needed from the community

intermediateRequires codebase familiarity; 2-3 functions involvedRequires codebase familiarity; 2-3 functions involved

needs-triageAwaiting maintainer review and categorizationAwaiting maintainer review and categorization

priority: mediumNice to have — scheduled for next cycleNice to have — scheduled for next cycle

type: enhancementNew feature or requestNew feature or request

Status: Open.

#185 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Mar 14, 2026

[Advanced]: add a deep-linkable job detail drawer without leaving the board

accessibilityAccessibility and WCAG complianceAccessibility and WCAG compliance

advancedRequires deep scraper knowledge; high-impact changeRequires deep scraper knowledge; high-impact change

help wantedExtra attention needed from the communityExtra attention needed from the community

needs-triageAwaiting maintainer review and categorizationAwaiting maintainer review and categorization

type: enhancementNew feature or requestNew feature or request

ui/uxFrontend UI and UX improvementsFrontend UI and UX improvements

Status: Open.

#181 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Mar 14, 2026

[Advanced]: redesign the homepage layout around decision-first job discovery

advancedRequires deep scraper knowledge; high-impact changeRequires deep scraper knowledge; high-impact change

help wantedExtra attention needed from the communityExtra attention needed from the community

needs-triageAwaiting maintainer review and categorizationAwaiting maintainer review and categorization

type: enhancementNew feature or requestNew feature or request

ui/uxFrontend UI and UX improvementsFrontend UI and UX improvements

Status: Open.

#180 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Mar 14, 2026

[Advanced]: create a professional brand system for the docs site

accessibilityAccessibility and WCAG complianceAccessibility and WCAG compliance

advancedRequires deep scraper knowledge; high-impact changeRequires deep scraper knowledge; high-impact change

help wantedExtra attention needed from the communityExtra attention needed from the community

needs-triageAwaiting maintainer review and categorizationAwaiting maintainer review and categorization

type: enhancementNew feature or requestNew feature or request

ui/uxFrontend UI and UX improvementsFrontend UI and UX improvements

Status: Open.

#179 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Mar 14, 2026

[Intermediate]: unify Jobs, Insights, and Contributors under a shared site shell

help wantedExtra attention needed from the communityExtra attention needed from the community

intermediateRequires codebase familiarity; 2-3 functions involvedRequires codebase familiarity; 2-3 functions involved

needs-triageAwaiting maintainer review and categorizationAwaiting maintainer review and categorization

type: enhancementNew feature or requestNew feature or request

ui/uxFrontend UI and UX improvementsFrontend UI and UX improvements

Status: Open.

#178 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Mar 14, 2026

[Advanced]: add per-track coverage health metrics so networking gaps are visible in health artifacts

advancedRequires deep scraper knowledge; high-impact changeRequires deep scraper knowledge; high-impact change

help wantedExtra attention needed from the communityExtra attention needed from the community

needs-triageAwaiting maintainer review and categorizationAwaiting maintainer review and categorization

priority: mediumNice to have — scheduled for next cycleNice to have — scheduled for next cycle

type: enhancementNew feature or requestNew feature or request

Status: Open.

#174 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Mar 14, 2026