Release Notes
What's new in Operanix — shipped features, improvements, and fixes.
v2.4
“Knowledge Intelligence”
June 2026
New
- Two-layer hybrid RAG — structured entities combined with document chunks for long-tail queries
- Document chunking with semantic-aware splitting (512-token target, 10% overlap)
- Compliance gate on all document chunks before storage
- Pipeline notifications — crawl, train, eval, and publish stages now trigger inbox notifications
- Trust score wired to Knowledge Ops — compliance and governance scores are now live
- Auto-created governance policies from tenant intelligence compliance detection
- Training data deduplication with deterministic IDs and paginated cleanup for >500 records
- Eval case deduplication using SHA256 deterministic eval IDs
- Crawl extraction for pricing and testimonials — 5-second Firecrawl wait with priority URL seeding
- Tab switching preserves pipeline state via CSS hidden panels and backend hydration
- Publish gate now requires training, eval, and intelligence completion before activation
- Training records collection mismatch — records were written to one collection but read from another
- Tailwind dynamic class purge on step panel borders
- Silent error catches across all portal pages — 40+ catches replaced with proper logging
v2.3
“Enterprise Portal”
May 2026
New
- Agent Workforce with 12-tab studio — identity, tools, knowledge, guardrails, metrics, pre-launch, deployment, prompt, versions, schedule, observability, experiments
- Enterprise Chat with @mentions, multi-agent handoff, inline actions, and feedback
- Governance Center with 10 tabs and 5-dimension trust scoring
- Agent Readiness with 7-dimension evaluation framework
- Multi-Agent Collaboration with mission DAG and task delegation
- Marketplace with pre-check wizard and bundle installation
- Workflow Center with 8 tabs and n8n integration
- Notification Center with 12 types and escalation engine
- Analytics with 7 tabs — ROI, agents, revenue, efficiency, customer, timeline, health
- 115+ REST API endpoints across 14 groups
v2.2
“Knowledge Pipeline”
April 2026
New
- Knowledge extraction pipeline — crawl, classify, extract, embed, train, evaluate
- 12-stage tenant intelligence pipeline
- Compliance gate with PII detection
- Hybrid search — 55% vector + 25% keyword + 20% signals
v2.1
“Foundation”
March 2026
New
- Multi-tenant architecture with Firestore isolation
- 11 agent roles with RBAC (8 levels)
- Authentication with email/password and SSO
- Immutable audit trail