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Consider Hanzilla Jobs as a Canada-specific new-grad companion resource

enhancementNew feature or requestNew feature or request

needs-triageAwaiting maintainer review and categorizationAwaiting maintainer review and categorization

type: enhancementNew feature or requestNew feature or request

Status: Open.

#318 In ambicuity/New-Grad-Jobs;

· hanzili opened on Jun 1, 2026

[ROADMAP] Help us expand job data — all suggestions welcome!

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

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

roadmapLong-term planning and directionLong-term planning and direction

type: enhancementNew feature or requestNew feature or request

Status: Open.

#316 In ambicuity/New-Grad-Jobs;

· ambicuity opened on May 26, 2026

[Intermediate]: add deterministic test coverage for evaluate_jobs sidecar

enhancementNew feature or requestNew feature or request

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.

#248 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Apr 10, 2026

[Beginner]: add regression tests for artifact integrity failure modes

beginnerRequires some prior contribution experience; beyond GFIRequires some prior contribution experience; beyond GFI

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.

#249 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Apr 10, 2026

[Feature]: add backend/frontend location taxonomy contract checks to prevent filter drift

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

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

Status: Open.

#246 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Apr 8, 2026

[Feature]: add publish-time URL safety validation for jobs artifact output

enhancementNew feature or requestNew feature or request

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

Status: Open.

#245 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Apr 8, 2026

[Feature]: canonicalize job URLs before deduplication and job_id generation

enhancementNew feature or requestNew feature or request

needs-triageAwaiting maintainer review and categorizationAwaiting maintainer review and categorization

Status: Open.

#244 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Apr 8, 2026

[Bug]: Repository scope messaging is inconsistent (US-only claims vs CA/IN ingestion and filters)

bugSomething isn't workingSomething isn't working

needs-triageAwaiting maintainer review and categorizationAwaiting maintainer review and categorization

Status: Open.

#243 In ambicuity/New-Grad-Jobs;

· ambicuity opened on Apr 8, 2026

[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

[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