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Release Notes

Version 2.5.0

Version 2.5.0 introduces a redesigned workspace navigation experience, a new Home dashboard and Insights feed, and streaming attribution that shows exactly which document chunks drove each verification result.

New Features

  • Two-level left navigation: A persistent workspace sidebar (Home, Projects, Create, Import, Insights, Activity, Documentation, API Reference) now swaps to a project-scoped menu (Documents, Rulesets, Datasets, Runs, Activity) when you enter a project, keeping context-relevant actions always at hand.
  • Home dashboard: A new workspace Home page surfaces headline stats (total projects, rulesets, and runs this week) alongside your favorite and recently updated projects.
  • Project favorites: Star any project to pin it to the Home dashboard; favorites are saved per user and can be managed via the new POST /projects/{project_id}/favorite and DELETE /projects/{project_id}/favorite endpoints.
  • Insights page: A workspace-level Insights feed aggregates run summaries across all projects, with pass/fail filter chips and direct links to individual run detail views.
  • Streaming attribution: A new streaming attribution pipeline processes documents in cumulative chunks and tracks which source text segments drove each extracted variable's value, enabling fine-grained provenance reporting surfaced in a new Attribution Viewer on the Runs page.

Improvements

  • Renamed extraction strategy — "Section Typed": The "Section Classified" strategy in the Ruleset Wizard is now labeled "Section Typed," with updated description text clarifying that it identifies the purpose of each section before extracting rules using purpose-specific prompts.
  • Ruleset Wizard — combined "Create Rules & DSAIL" step: Steps 6 (Extract Rules) and 7 (Generate DSAIL) have been merged into a single step; DSAIL generation now starts automatically as soon as rule extraction completes.
  • Project navigation: Entering a project swaps the sidebar menu, displays the project name at the top, and provides an ← All Projects link and breadcrumb for quick switching between projects.
  • Cross-project Activity page: The workspace-level Activity page now shows activity across all projects with a project filter; the in-project Activity view shows the same log pre-scoped to the current project.
  • Cumulative chunk processing: Document chunking has changed from a sliding-window approach to cumulative (additive) processing, improving attribution accuracy by evaluating progressively larger portions of the document.

Bug Fixes

  • Ruleset Wizard — DSAIL policy defaults to neutral: The default DSAIL policy in the Ruleset Wizard is now neutral, and a prompt bias that previously skewed results toward pessimistic outcomes has been corrected.

API Changes

  • Workspace statistics endpoint: New GET /projects/stats endpoint returns aggregate workspace statistics including total projects, rulesets, runs this week, and average pass rate over the last 30 days.
  • Enriched run summary fields: RunSummaryResponse now includes project_id, project_name, ruleset_name, dataset_name, started_at, completed_at, and duration_ms.
  • Provenance data on Runs API: The /runs endpoint now exposes attribution and provenance graph data alongside standard run results, including flip events and rule resolution provenance.

Documentation

  • Getting Started guide updated: Documents the new workspace menu, Home dashboard, project-scoped menu, and Insights page, and updates the Projects and Activity sections to reflect the new navigation.
  • Runs concept page updated: Notes that run results surface on the workspace-level Insights page with links back to the run detail view.

Version 2.4.0

DSAIL Platform 2.4.0 introduces a comprehensive document processing overhaul with intelligent structure detection, section classification, and coverage analysis, alongside a redesigned Projects landing page that serves as the new entry point with enhanced navigation and project management capabilities.

New Features

  • Document Coverage Analysis: Added coverage reporting that shows which sections of policy documents have been processed by rule extraction, with coverage status indicators (covered/thin/skipped).
  • Enhanced Document Structure Parsing: Added comprehensive document structure detection for PDF, DOCX, and plain-text documents with deterministic extractors for PDF bookmarks and DOCX heading styles, plus OCR support for scanned PDFs.
  • Section Type Classification: Added automatic classification of document sections into types (REQUIREMENT, EXCEPTION, DEFINITIONAL, PROCEDURAL) using LLM analysis.
  • Extraction Logging: Added detailed logging capabilities for rule extraction processes to track progress and diagnose issues.
  • Flat Document Chunking: Added intelligent document chunking that preserves section boundaries and maintains context for better rule extraction.
  • Projects Landing Page: Added a dedicated Projects page as the new entry point, showing project cards in a grid layout with search and sort capabilities for returning users, and a welcome screen for first-time users.
  • Reusable Toast Notifications: Added a new toast notification system for better user feedback across the platform.

Improvements

  • Enhanced LLM Integration: Improved LLM utility functions and model management for more reliable AI-powered document processing.
  • Structured Pipeline Processing: Enhanced the structured extraction pipeline with better signal handling and processing flow.
  • Project Cards Enhancement: Project cards now display entity counts (documents, rulesets, datasets, runs) and last updated timestamps to help users quickly assess project activity.
  • Navigation Improvements: The navbar logo now links back to the Projects page, and the app automatically redirects users to select a project when none is active.
  • Enhanced entity browsing: Added search, sort, and card/list view toggle functionality to Documents, Rulesets, and Datasets pages for improved navigation and organization.
  • Project search: Added search functionality to the project dropdown to filter and find projects by name.
  • Rule name display in test panel: Added a read-only field showing the selected rule name in the Ruleset Studio test panel for better context while testing rules.
  • Ruleset Studio default posture: Changed the default DSAIL code posture from pessimistic to neutral in the Ruleset Studio page.

API Changes

  • Extended REST API: Added new endpoints and data transfer objects for documents, rules, and extraction runs to support the enhanced functionality.
  • Projects API Enhancement: Added updated_at, doc_count, ruleset_count, dataset_count, and run_count fields to the list projects endpoint.

Documentation

  • Getting Started Guide: Updated project workflow documentation to reflect the new Projects page and improved onboarding experience.

Version 2.3.0

This release introduces powerful new document analysis capabilities including structure parsing, rule provenance tracking, and coverage reports, along with enhanced evidence support in verification results.

New Features

  • Document Structure Analysis: Added comprehensive document structure parsing with support for PDF bookmarks, DOCX headings, and OCR-based structure detection for scanned documents.
  • Rule Coverage Reports: Added coverage analysis that maps extracted rules back to document sections, showing which sections are well-covered, lightly covered, or skipped during rule extraction.
  • Rule Extraction Provenance: Added detailed provenance tracking that records which document sections each extracted rule originated from, including extraction logs and metadata.
  • Section Classification: Added automatic classification of document sections into types (REQUIREMENT, EXCEPTION, DEFINITIONAL, PROCEDURAL) using LLM analysis.
  • Evidence in Run Results: Added evidence field to run result claims that provides verbatim excerpts from source documents supporting each claim's evaluation.

Improvements

  • Ruleset Studio Page: Enhanced the ruleset management interface with new document structure visualization and provenance display capabilities.
  • Large File Upload Support: Added support for uploading larger documents with extended timeout handling and automatic structure parsing during upload for improved performance.
  • LLM Error Handling: Improved error handling for LLM connections to gracefully handle network failures and provide better user feedback when language models are unavailable.
  • Multi-slot Dataset Document Selection: Documents are now sorted alphabetically and already-assigned documents are filtered out from the selection dropdown, with a clear message when all documents are assigned.
  • Extraction Logging: Enhanced extraction process logging with detailed tracking of rule extraction steps and metadata.
  • Intelligent Text Chunking: Added intelligent text chunking capabilities for processing large documents in manageable segments.

Bug Fixes

  • LLM Model Discovery: Fixed issue where LLM proxy connection failures would crash the application instead of gracefully falling back when model lists are unavailable.

API Changes

  • Documents API: Added new endpoints and data structures for accessing document structure, rule provenance, and coverage reports.
  • Rules API: Extended rule objects to include provenance metadata and extraction context information.
  • API Field Rename: Renamed evidence field to llm_explanation in run results API responses for better clarity.

Documentation

  • SEAD4 Tutorial Update: Updated the Models step to reorder and rename fields - 'Configuration Model' is now listed second and 'Run Model' is renamed to 'Inference Model' and listed first.
  • Tutorial Button Labels: Updated button labels in getting started guide and tutorials to match current UI ("Start Rule Extraction" → "Extract Rules", "Start DSAIL Generation" → "Generate DSAIL").

Version 2.2.0

This release introduces a comprehensive claim quality scoring system that evaluates rule reliability and provides automated remediation suggestions, along with enhanced user interfaces and expanded API capabilities.

New Features

  • Claim Quality Scoring System: Added comprehensive claim quality assessment with variance, ablation, absence alignment, and counterfactual testing to evaluate rule reliability and suggest improvements.
  • Automated Remediation Suggestions: Added intelligent diagnosis and remediation recommendations for problematic claims, displayed in read-only DSAILEditor format.

Improvements

  • Claim Scoring Evidence Visualization: Added UI display of claim scoring evidence and test results throughout the platform interface.
  • Enhanced Ruleset Studio: Improved functionality and user interface in the Ruleset Studio page.
  • Updated Runs Page: Enhanced features and better user experience on the Runs page.

API Changes

  • Claim Scoring API Endpoints: Added new REST API endpoints for claim scoring functionality across LLMs, rulesets, and runs services.
  • LLM Management APIs: Added new REST API endpoints for managing and interacting with LLM configurations.

Version 2.1.0

This release focuses on improved user experience across the platform with new search, filtering, and information features, along with enhanced multi-document support for rulesets.

New Features

  • Document search: Added a search function to the Documents page that filters documents by name in real-time, with an expandable search input and clear visual feedback when no results match.
  • Document view modes: Added card/list view toggle controls to the Documents page, allowing users to switch between compact list view and detailed card view layouts.
  • Interactive concept information: Replaced static documentation links with modal dialogs on the Datasets, Documents, Rulesets, and Runs pages that explain concepts inline without leaving the platform.
  • Multi-document ruleset support: Rulesets now support multiple named input slots for claims that reference different documents (e.g., comparing a contract against an amendment), with slot management in the ruleset editor and slot-specific claim binding.
  • Enhanced dataset structure: Datasets now organize documents into logical records with sequence numbers and input slot assignments, supporting multi-slot rulesets with proper document-to-slot mapping.

Improvements

  • Modal keyboard navigation: Added Escape key handling to close modals throughout the platform, including the ruleset wizard, dataset modals, document editor, and run detail views.
  • Rule organization: Rules in the Ruleset Studio are now sorted alphabetically by name for consistent ordering and easier navigation.
  • Document name display: Improved document name presentation in variance test results and evaluation tabs by removing file extensions for cleaner display.
  • Navigation guard enhancements: Converted browser confirmation dialogs to styled modal dialogs for unsaved changes warnings, providing better visual integration with the platform design.
  • API documentation improvements: Updated OpenAPI specification version to match platform release and enhanced API reference page with multiple viewing options.

Bug Fixes

  • Timezone handling: Fixed UTC timestamp parsing to properly respect browser timezone settings when displaying dates and times throughout the platform.
  • Document placeholder text: Updated the create document modal placeholder to remove file extension guidance, reflecting that extensions are stripped from display names.
  • DSAIL validation improvements: Enhanced error handling for LLM rate limiting with specific error types and user-friendly messaging when providers return persistent 429 responses.
  • Search functionality: Implemented proper search input focus management and keyboard shortcuts for the new document search feature.

API Changes

  • Dataset structure updates: Added input_slots, target_ruleset_id, sequence, and input_slot fields to dataset DTOs to support multi-document workflows and improved dataset organization.
  • Claim binding: Added input_slot field to claim creation and update endpoints, allowing claims to be bound to specific input slots within multi-slot rulesets.
  • Run request format: Enhanced run endpoints to accept named document slots in the input_documents object, supporting both single-slot ({"input": {...}}) and multi-slot ({"contract": {...}, "amendment": {...}}) request formats.

Version 2.0.2.2

This release restores static API documentation views and adds a live API spec link for self-hosted users.

Documentation

  • API Reference links: Restored static Swagger UI and ReDoc viewers on the API Reference page, and added a /api/docs link that always serves the spec from your running platform deployment.

Bug Fixes

  • API specification version: Updated the OpenAPI specification version number to match the current platform release.

Version 2.0.2

This release introduces comprehensive audit logging, a redesigned ruleset creation wizard, document editing capabilities, and enhanced data management features along with numerous bug fixes and UX improvements.

New Features

  • Activity logging system: Added a unified activity tracking system with audit logs for all platform operations (document uploads, ruleset changes, run execution) and system logs for technical diagnostics. The new Activity page provides filterable, searchable logs with project-based access control and real-time updates.
  • Document markdown editing: Documents can now be edited directly in the platform using a full-screen markdown editor with search functionality. The editor supports both read-only viewing and editing modes, with version control automatically creating new document versions when changes are saved.
  • Document import enhancements: The document import interface now supports CSV files (each row becomes a document), has a unified import modal for all file types, and includes better validation with support for files up to 100MB and PDFs up to 5 pages with automatic OCR.
  • Redesigned ruleset creation wizard: The ruleset creation process now uses a unified 8-step wizard supporting both policy-driven extraction and manual creation workflows. The wizard includes theme suggestion, background processing for long-running tasks, and improved progress tracking.
  • Enhanced dataset management: Added CSV import for bulk document creation, automatic generation progress tracking, and improved organization of gold vs silver documents with better sorting and filtering.

Improvements

  • Better navigation and project management: Projects are now sorted alphabetically, duplicate names are prevented, navigation guards warn before discarding unsaved work, and switching projects properly redirects from context-specific pages.
  • Improved ruleset studio experience: Added resizable panels, DSAIL posture controls (optimistic/neutral/pessimistic), enhanced rule creation workflow, better error handling for empty rulesets, and improved validation feedback.
  • Enhanced run management: Added click-to-copy for run IDs, better error messaging for timeouts and failures, improved result organization, and run type-aware tab switching after creation.
  • UI consistency improvements: Updated all instances of "DSL" to "DSAIL" throughout the platform, standardized button terminology ("Create" instead of "New"), improved hover states and tooltips, and enhanced visual feedback with darker text colors for better readability.
  • Performance and reliability: Implemented batch workflow throttling to prevent interactive runs from being blocked, improved certificate renewal robustness, better handling of concurrent operations, and enhanced error recovery mechanisms.

Bug Fixes

  • Authentication and access control: Fixed OAuth callback handling that was causing state parameter issues, resolved login page avatar display problems, corrected group membership handling for new users, and improved session management.
  • Document and dataset operations: Fixed file upload error handling for rejected files, corrected document name display by removing file extensions in most contexts, resolved issues with large document processing, and improved CSV import validation.
  • Ruleset and run stability: Fixed rule creation workflow to immediately show new rules without requiring page refresh, resolved DSAIL validation for empty content, corrected variance calculation for multi-mode results, and improved workflow status tracking.
  • Platform reliability: Enhanced mTLS certificate renewal to handle authentication errors gracefully, fixed database connection issues in logs when services are unavailable, resolved temporal workflow cleanup, and improved error propagation from background tasks.

API Changes

  • Enhanced audit logging: Added project-based filtering to audit log endpoints and improved log entry metadata including project associations and operation context.
  • Document management: Added new endpoints for markdown content retrieval and editing (GET/PUT /{id}/versions/{ver}/markdown) and document renaming capabilities.
  • Run filtering: Added project-based filtering to runs API to ensure users only see runs for their selected project context.
  • Authentication improvements: API now accepts Authentik API tokens directly as Bearer tokens, bypassing the complex OAuth2 client credentials flow and simplifying programmatic access.

Documentation

  • Updated API documentation: Embedded interactive Swagger UI and ReDoc directly in platform documentation with version-aligned OpenAPI specifications and improved authentication examples.
  • Enhanced concept guides: Updated all documentation to reflect the new wizard workflow, corrected terminology throughout (guardrails → rulesets, DSL → DSAIL), and added comprehensive tutorials including a new SEAD-4 security clearance tutorial.
  • Improved getting started: Revised the getting started guide with current screenshots, updated workflow descriptions, and clearer step-by-step instructions for all platform features.

Version 2.0.1

Version 2.0.1 is a patch release focused on deployment flexibility, authorization hardening, UI reliability improvements, and new documentation.

Deployment & Infrastructure

  • AWS Marketplace AMI: Production-ready AMI for one-click deployment via the AWS Marketplace.
  • Automated Docs Publishing: Platform documentation at docs.jaxon.ai is now published automatically via pipeline or locally with deployment/docs/publish_docs.sh.

Authorization & Security

  • System Admin Group Protection: The authentik Admins group is now read-only in the platform — members can view but not create or modify assets, preventing accidental asset ownership by infrastructure administrators.
  • Dynamic Group Hierarchy: Replaced hardcoded group allowlist with a parent-group hierarchy for application access, allowing flexible team structures without code changes.
  • Authentik Blueprint Fix: Added automatic Authentik worker restart after deployment health check to resolve user-group binding 403 errors on fresh deploys.
  • Enhanced Network Security: Implemented mTLS (mutual TLS) authentication across all internal service communications for improved security isolation.
  • Session Management: Improved logout handling and added idle timeout warnings with clean session termination.

Ruleset Improvements

  • Publish Validation: Publishing a ruleset now validates that it contains at least one rule and all rules have DSL code, preventing incomplete rulesets from being frozen as published versions.
  • Wizard Polling Reliability: Rewrote the rule extraction and DSL generation polling in the Ruleset Wizard to use a centralized usePoller hook, eliminating race conditions and stale-state issues during long-running extraction workflows.
  • Activity Monitoring: Added real-time notifications and progress indicators for rule extraction and DSL generation workflows.
  • Interactive Runs: Added support for interactive runs with parallelized processing and downloadable result files for batch operations.
  • Variance Testing: Implemented variance test capabilities for comprehensive ruleset validation and analysis.
  • Claims Management: Enhanced claims system with author tracking and duplicate prevention for audit consistency.

User Interface

  • System Logs: New unified logging page with filterable audit trail showing platform activity, guardrail runs, and system events with expandable details and auto-refresh polling.
  • Collapsible Sidebar: Made the navigation sidebar collapsible to maximize workspace area.
  • Document Management: Added ability to upload and manage documents directly through the UI with improved text extraction for PDF and DOCX files.
  • Datasets UI: New interface for managing datasets with full CRUD operations.
  • Project Import/Export: Added functionality to import and export projects with proper handling of naming conflicts.

API Enhancements

  • REST API Examples: Added code examples for creating runs via curl, Python, and JavaScript with proper authentication handling.
  • DSAIL Validation: Added endpoint for validating DSAIL code syntax and structure.
  • LLM Configuration: Expanded default model support including Google Gemini and additional Claude models.
  • Text Extraction: New endpoint for extracting text from PDF and DOCX files.

Bug Fixes

  • Project-Scoped Runs: Runs are now filtered by the active project, fixing an issue where the Runs page displayed data from other projects.
  • Documents Page Deduplication: Resolved a duplication issue on the Documents page caused by a merge conflict.
  • UI Build Dependencies: Fixed build failures by regenerating package-lock.json to include missing html-to-image dependency.
  • Authentication Flow: Fixed routing issues when users are logged out and improved handling of authentication state transitions.
  • Rule Edit Modal: Resolved issues preventing changes from being persisted in the edit guardrail window.

Documentation

  • SEAD-4 Tutorial: New end-to-end tutorial walking through SEAD-4 compliance verification — from document upload through ruleset creation, testing, and variance analysis.
  • Updated Screenshots: Refreshed all platform screenshots to reflect the current UI.
  • Authentication Reference: Expanded documentation on the OAuth2/PKCE authentication flow and Authentik integration.
  • API Reference: Updated API documentation with current endpoints and authentication examples.
  • Best Practices: Updated guidance on variance testing and removed second-person phrasing for better clarity.

Version 2.0

Version 2.0 is a major platform update that simplifies the ruleset model, introduces AI-powered rule creation, and redesigns the user interface around a focused document verification workflow.

Simplified Ruleset Model

The platform now focuses exclusively on rulesets powered by DSAIL formal logic. The previous guardrail types (Consensus, Consistency Checking, Critique & Revise, Entailment, LLM-as-a-Judge, and Human Review as standalone) have been replaced by a unified Ruleset/Rule model. Every ruleset contains one or more rules, each encoding a single policy requirement as DSAIL code evaluated by an SMT solver for mathematically provable results.

Ruleset Creation Wizard

A new wizard extracts rules from policy documents automatically. Paste a compliance document or policy summary, and the wizard analyzes the text, identifies individual requirements, and generates both natural language rule descriptions and DSAIL formal logic code. This replaces the manual rule-by-rule configuration workflow.

Ruleset Studio

The integrated Ruleset Studio provides a unified environment for viewing and editing rules, DSAIL code, and extraction questions. Each rule's components are visible in context -- natural language text, formal logic, and the questions the platform uses to extract relevant information from documents.

REST API

A new REST API provides full programmatic access to all platform operations -- managing projects, documents, rulesets, datasets, and runs. Interactive API documentation is available at /api/docs (Swagger UI) and /api/redoc (ReDoc), generated automatically from the OpenAPI specification.

Redesigned Navigation

The interface is now sidebar-driven with four primary sections:

  • Documents -- First-class document management with versioning and text content support
  • Rulesets -- Create, view, and manage rulesets with the creation wizard and Ruleset Studio
  • Datasets -- Organize test data and link documents for accuracy measurement
  • Runs -- Unified testing interface with accuracy and variance testing capabilities

Documents

Documents are now a first-class entity with full versioning support. Create documents by pasting text directly or uploading files. Every edit creates a new immutable version, providing a complete audit trail.

Runs

The Runs interface replaces the previous Playground as the unified testing environment. Run rulesets against individual documents or entire datasets. Test types include:

  • Single document tests -- Quick compliance verification against one document
  • Accuracy tests -- Measure ruleset performance against gold-standard datasets with F1, Precision, and Recall metrics
  • Variance tests -- Statistical analysis across multiple iterations to assess ruleset consistency

Previous Releases

Version 1.3.0

Dataset Management & Testing

  • Dataset Creation & Management: Comprehensive dataset system for organizing test data. Create datasets from scratch, import from CSV, or export to CSV for external analysis. Manual record editing with full CRUD operations.

  • Synthetic Data Generation: Parallel bulk generation of synthetic test records (1/10/100 at a time) using configurable LLMs. Advanced candidate scoring with D-score diversity metrics ensures high-quality, diverse training data. Background job processing with real-time progress tracking.

  • Test Execution Framework: Background test job system for running comprehensive accuracy and variance tests against datasets. Real-time progress monitoring with cancellation support. Jobs persist across navigation for long-running test suites.

Quality Assurance & Validation

  • Accuracy Testing: Evaluate ruleset performance against gold-standard datasets with detailed per-rule metrics including F1 score, Precision, and Recall. Overall ruleset scoring with confusion matrix analysis to identify systematic errors.

  • Variance Testing: Statistical variance analysis across multiple test iterations to measure ruleset consistency. Identify non-deterministic behavior patterns and evaluate reliability across different inputs and conditions.

  • Test Results Visualization: Interactive test result displays with sortable tables, per-rule performance breakdowns, and detailed accuracy metrics. Export test results for reporting and quality assurance workflows.

Enhanced User Experience

  • Record Management UI: Intuitive interface for viewing, adding, editing, and deleting dataset records with appropriate field validation.

  • Background Job Monitoring: Real-time status cards for generation and test jobs with progress bars, completion metrics, and cancel/done actions. Jobs continue running during navigation with persistent state.

  • Data Quality Tracking: Automatic labeling of records as Gold (uploaded/manual) or Silver (synthetic) quality for downstream filtering and weighted evaluation strategies.

Version 1.2.0

Authentication & Authorization

  • Authentik Integration: Enterprise-grade authentication system with SSO support and comprehensive user management.
  • Group-Based Access Control: Security groups function as teams that own assets at a project level, with flexible assignment based on organizational structure.

Configuration Management

  • Version Control for Rulesets: Track changes to ruleset configurations with complete version history and ability to revert to previous versions.

Policy Rules Enhancements

  • Verification Rulesets for Questions: Add secondary verification layer to Policy Rules questions, enabling configurable rulesets to validate LLM-generated answers for improved accuracy and reliability.

Version 1.1.2

Enhanced User Experience

  • Sorting for Rulesets lists: Quickly organize items in the rulesets view.

Platform & Infrastructure

  • Kafka Topic Creation Flow: Adjusted creation process to avoid topic creation bootstrapping issues.
  • Kafka Image Update: Switched to the Apache-maintained image due to Bitnami deprecation.

Version 1.1.1

Enhanced User Experience

  • Speech-to-Text Inputs for Textareas: Microphone-powered STT for textareas across the UI for faster, hands-free input.

AI-Powered Automation

  • RAG-Based Pipeline for Policy to Rule Extraction: Retrieval-augmented option for converting policy documents into structured rules.

Expanded LLM Support

  • Support for GPT-5: Configure and run rulesets with GPT-5.

Reliability & Quality

  • Bug Fixes & UI/Usability Improvements: General stability enhancements and minor UI polish.

Version 1.1.0

Core Features

  • Batch Processing: Enhanced Python client with support for batch request processing, enabling efficient bulk verification operations.

Client Library Improvements

  • Pre-Flight Validation: Jaxon client validates target rulesets before execution, preventing wasted resources on invalid configurations.
  • Enhanced Batch Processing: Improved batch operations that continue processing valid items while clearly identifying and logging validation failures.

Platform & Infrastructure

  • Kubernetes Support: Full Kubernetes deployment support with Helm charts for production-scale orchestration and container management.
  • Enhanced Python Client: Improved client library with batch processing capabilities.

Version 1.0.0

Core Features

  • Rulesets: Verify LLM outputs with Policy Rules (Neurosymbolic) rulesets.
  • Integrated Logging & Dashboard: Real-time dashboards for monitoring inference.
  • LLM Generalization: LLM proxy for decoupled usage of major LLM providers.

APIs and Integrations

  • Python Client: Installable Python client for direct integration into customer applications.