Product Updates & Engineering Log

Public Changelog

Full transparency into everything we build, fix, and verify across RoleNest, ProblemNest Arena, and StudyNest Academy.

Live Active Roles117,296
Verified 24h107,690
DSA Challenges70 Problems
Govt & PSU Orgs32+ Orgs
v2.6.0VERIFICATION
October 2026

Real-Time Telemetry, Single Database Metric Pipeline & Subdomain Unification

Replaced disconnected hardcoded counts with single-source PostgreSQL/Redis telemetry. Real-time jobs feed now presents exact 24-hour verification volume and crawler execution timestamps.

Key Deliverables:
  • Wired live 24-hour verification counters and crawler timestamps directly into /jobs
  • Unified all counter metrics to single database utility getPlatformMetrics()
  • Isolated ProblemNest and StudyNest canonical tags and social graph assets
  • Eliminated synthetic placeholder XP and streaks for unauthenticated visitors
v2.5.0FEATURE
October 2026

Dual Soft-404 Expiry Watchdog & Candidate Retention Digest

Automated expired job detection beyond HTTP status codes, inspecting body contents for career portal redirection and application closed banners. Deployed scheduled daily email digests.

Key Deliverables:
  • Built soft-404 body regex analyzer catching 18+ closed portal patterns
  • Automated TTL job archiving cron (/api/cron/jobs-ttl) with 45-day threshold
  • Launched personalized daily candidate digest email system (/api/cron/daily-digest)
  • Added zero-lag HTML digest templates with 1-click ATS application links
v2.4.0COMPLIANCE
September 2026

India DPDP Act 2023 Compliance & Security Hardening

Fulfilled all core provisions of India's Digital Personal Data Protection (DPDP) Act 2023, ensuring user rights over data export, nomination, and account destruction.

Key Deliverables:
  • Built portable data export endpoint (/api/account/export) in JSON format
  • Added irreversible cascade deletion with 30-day nominee retention rules
  • Enforced Cashfree webhook HMAC-SHA256 signature verification
  • Added granular purpose-specific consent preferences in user settings
v2.3.0PERFORMANCE
September 2026

Unified Brand Consolidation to RoleNest & AI Multi-Key Architecture

Standardized platform branding and enhanced AI resilience using high-throughput Groq LLM clusters and dedicated self-hosted inference.

Key Deliverables:
  • Consolidated legacy naming into canonical RoleNest across entire codebase
  • Configured multi-key Groq pool with local OCI Ollama fallback
  • Completely purged Google AI and Gemini dependencies across all services
  • Server-side rendered schema.org JobPosting structured JSON-LD

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