VigyanLLM Product Changelog

Track every update, new feature, bug fix, and platform improvement. VigyanLLM is developed transparently with regular releases based on community feedback and internal R&D milestones.

2026-06-18

SEO and Structured Data Release

  • newSEO metadata and canonical URLs across all pages
  • newJSON-LD structured data markup (Organization schema)
  • newFAQ schema for primer design and platform pages
  • newGoogle Search Console ownership verification
  • newOpen Graph and Twitter card meta tags for social sharing
  • newSEO landing pages: biomedical-ai-platform, qpcr-primer-design, primer-design-best-practices
  • newProduct changelog page for transparent release tracking
  • enhanceImproved page titles and meta descriptions for better search ranking
  • enhanceCanonical URL tags to prevent duplicate content issues
2026-06-10

Initial Platform Launch

  • newVigyanLLM platform v1.0.0 initial release
  • new24-step primer design and validation pipeline with Primer3 integration
  • newNCBI gene fetch module for automated sequence retrieval
  • newBLAST specificity screening against reference genomes
  • newSantaLucia unified nearest-neighbour thermodynamics model
  • newSecondary structure prediction: hairpins, self-dimers, heterodimers
  • newSNP filtering and repeat masking for primer binding regions
  • newMultiplex cross-compatibility checking and interaction matrices
  • newAudit-ready HTML validation reports for regulatory compliance
  • newRazorpay payment gateway integration for subscription management
  • newGoogle Sign-In OAuth authentication
  • newOn-premises deployment model with no external API dependencies
  • newDemo suite with interactive platform walkthrough
  • newLanding page with sovereign biomedical AI messaging
2026-05-28

Beta Release

  • newPrivate beta release for select academic research labs
  • newPrimer design pipeline core functionality (steps 1–15)
  • newBasic validation reports with Tm and GC content metrics
  • fixCorrected Tm calculation for GC-rich primer candidates
  • fixResolved edge case in BLAST result parsing for non-standard chromosome names
  • enhanceImproved error messaging for invalid gene symbols
2026-05-15

Alpha Release

  • newInternal alpha release for core development team
  • newPrimer3 integration with default parameter sets for PCR and qPCR
  • newBasic sequence fetch from NCBI nucleotide database
  • newCommand-line interface for pipeline execution
  • newConfiguration system for pipeline parameters and thresholds

Stay up to date with every release. For feature requests or to report issues, reach out to the team.

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