What's new in Shok-IS.

Fixed a race condition in the webhook retry queue that caused occasional duplicate deliveries under high load (>10,000 events/min). webhooks

Resolved an issue where confidence_threshold values of exactly 0.5 were incorrectly treated as below-threshold. inference

Python SDK: fixed type annotation for vector_weights return type (was Dict[str, Any], now correctly Dict[str, float]). sdk

Drift detection alerts — Automated model accuracy monitoring now fires alerts within 15 minutes of detecting significant distribution shift. Configure thresholds per model via the dashboard or API. AI

Go SDK v1.0 — Official Go client library now in General Availability. Full feature parity with Python and TypeScript SDKs. sdk

Grafana connector — Native Prometheus-compatible metrics endpoint. Pre-built dashboard JSON available in the docs. observability

Inference p95 latency reduced from 89ms to 71ms following connection pool optimisation in eu-west-2. performance

Webhook manifest now supports up to 50 endpoints per workspace (previously 20). webhooks

Shadow mode testing — Run new model versions in parallel against live traffic without affecting production predictions. Accessible via POST /v1/models/:id/shadow

SCIM provisioning — Enterprise teams can now automate user provisioning and deprovisioning via SCIM 2.0. enterprise

Resolved SAML 2.0 assertion parsing failure affecting Okta integrations with custom attribute mappings. auth

Security patch: upgraded jsonwebtoken dependency to address CVE-2024-XXXXX (low severity). No customer data was at risk. security

Fixed audit log export failing for workspaces with more than 100,000 events per month. compliance

ap-southeast-1 region — Asia-Pacific data residency now available. Select at the workspace level in Settings → Data Residency. infrastructure

Snowflake connector — Direct SQL-to-feature pipeline. No ETL middleware required. Read the integration guide. integrations

v1-beta API is now deprecated and will be removed on May 1, 2025 (180-day notice). Migrate to v1 stable. Migration guide available in the docs.

Shok-IS v3 — General Availability. The platform exits beta. All features stable and covered by 99.97% SLA. Breaking changes will require 180-day deprecation notice from this version forward.

Transformer-based inference engine — Complete rewrite of the inference stack using a transformer architecture. Median latency reduced 60% vs v2. AI

SOC 2 Type II certification — Audited by Schellman & Co. Report available to Enterprise customers under NDA. compliance

Bidirectional webhooks — Full push/pull webhook architecture with HMAC-SHA256 signing, retry logic, and dead-letter queues. webhooks