Issues

• [FEAT]: Desktop Production Deployment

  DON'T WORK ON THIS RN
  Feature

  fireform-core/fireform-backend#748 · Filter by author marcvergees opened on Oct 25, 2026 · Release v.2.0
  

• [BUG]: Validate purge endpoints and add user-owned purge flow for submissions

  bugenhancement
  Bug

  fireform-core/fireform-backend#747 · Filter by author marcvergees opened on Oct 25, 2026 · Release v3.0
  2

  

• [FEAT]: Enhance analytics dashboard with richer graphics and significant metrics

  enhancement
  Feature

  fireform-core/fireform-backend#745 · Filter by author marcvergees opened on Oct 25, 2026
  2

  

• [FEAT]: Support multiple languages

  enhancement
  Feature

  fireform-core/fireform-backend#744 · Filter by author marcvergees opened on Oct 25, 2026 · Release v3.0

• [FEAT]: Real-time Whisper transcription + live translation during recording

  enhancementgood first issue
  Feature

  fireform-core/fireform-backend#705 · Filter by author marcvergees opened on Oct 2, 2026
  3

  

• [FEAT]: Evaluate llama.cpp as alternative to Ollama for improved performance

  Task

  fireform-core/fireform-backend#702 · Filter by author marcvergees opened on Sep 30, 2026 · Release v.2.0
  16

  

• [FEAT]: Import/Export Templates for Multi-Device Deployment

  DON'T WORK ON THIS RN
  Feature

  fireform-core/fireform-backend#610 · Filter by author marcvergees opened on Jul 6, 2026

• [BUG]: No persistent indicator when form is processing across refresh/navigation

  buggood first issue
  Bug

  fireform-core/fireform-backend#583 · Filter by author vharkins1 opened on Jun 22, 2026 · Release v.2.0
  2

  

• [FEAT]: Visual indicator for already extracted fields and backend progress

  enhancement
  Feature

  fireform-core/fireform-backend#504 · Filter by author marcvergees opened on May 24, 2026 · Release v.2.0

• [FEAT]: UI Fallback and popup for missing LLM field input

  enhancement
  Feature

  fireform-core/fireform-backend#503 · Filter by author marcvergees opened on May 24, 2026 · Release v.2.0

• [FEAT]: Add trusted context enrichment layer for weather and jurisdiction fields

  DON'T WORK ON THIS RN
  fireform-core/fireform-backend#484 · Filter by author Harshvardhan-91 opened on Apr 20, 2026

• [FEAT]: Offline Speaker Diarization for Multi-Speaker Environments

  fireform-core/fireform-backend#479 · Filter by author Cubix33 opened on Apr 20, 2026

• [SECURITY] Missing secrets management best practices - risk of credential exposure

  documentationsecurity
  fireform-core/fireform-backend#465 · Filter by author Arijit429 opened on Apr 19, 2026
  1

• [SECURITY] No rate limiting on API endpoints

  good first issue
  Bug

  fireform-core/fireform-backend#442 · Filter by author Arijit429 opened on Apr 16, 2026
  4

  

• [PRIVACY]: Strip Sensitive Metadata and Creator Signatures from Output PDFs

  good first issue
  fireform-core/fireform-backend#315 · Filter by author Cubix33 opened on Mar 21, 2026
  1

• [FEAT]: AI-Powered Incident Similarity Search for Historical Incident Analysis

  fireform-core/fireform-backend#287 · Filter by author Mahendrareddy2006 opened on Mar 18, 2026
  1

• [FEAT]: Digital Signature Support on Output PDFs

  fireform-core/fireform-backend#231 · Filter by author krrishrastogi05 opened on Mar 12, 2026
  3

• [FEAT]: Cryptographic PII Masking & Tokenization

  to-think
  fireform-core/fireform-backend#170 · Filter by author Cubix33 opened on Mar 3, 2026
  1

• [FEAT]: Field Mapping Wizard for Non-Technical Users

  fireform-core/fireform-backend#111 · Filter by author krrishrastogi05 opened on Mar 1, 2026
  12

• [FEAT]: NLP-driven Geotagging and Map Integration for PDF Reports

  fireform-core/fireform-backend#108 · Filter by author yassinezadod opened on Mar 1, 2026
  1

• [FEAT]: Automated Multilingual Translation Layer for Emergency Reports

  fireform-core/fireform-backend#107 · Filter by author yassinezadod opened on Mar 1, 2026
  1

• [FEAT]: Interactive Voice Feedback Loop for Missing Incident Data

  mentorshipto-think
  fireform-core/fireform-backend#106 · Filter by author yassinezadod opened on Mar 1, 2026
  2