September 2026
Python SDK 1.0.3 documentation refreshed.
- Published Paravane Python SDK 1.0.3.
- Corrected the README banner URL so the artwork renders properly on GitHub and PyPI.
- Republished the PyPI package description with the corrected image reference.
- Added automated version synchronization for future SDK releases.
- No SDK runtime or smtpRS API behavior changed in this release.
August 2026
Python SDK 1.0.2 made publicly available.
- Aligned package and runtime versions at 1.0.2.
-
Added support for Python 3.10 through 3.13 and required a security-current
requestsrelease. - Added typed smtpRS organization, documentary-association, and logo response metadata.
- Improved typed analysis responses with additional request and processing metadata.
- Improved request retry safeguards for billable API operations.
- Simplified the public analysis interface by removing unsupported internal options.
- Improved package publishing and refreshed release documentation.
Company intelligence expanded.
- Improved company-related email intelligence for eligible plans.
- Expanded the coverage and consistency of company validation signals.
- Improved reliability when evaluating older, incomplete, or conflicting company information.
- Refined company-related results while preserving user privacy.
Verified organization branding added.
- Added verified organization branding to eligible company results.
- Improved the consistency of organization identity information shown to customers.
- Improved the consistency of company identity details shown alongside eligible results.
Preview, credits, and billing controls strengthened.
- Improved the public smtpRS Preview experience and decision guidance.
- Added optional credit purchases for supported paid accounts.
- Improved plan-transition handling so account limits remain aligned with the active plan.
- Strengthened overall billing and entitlement reliability.
July 2026
Company validation coverage expanded.
- Expanded the breadth of company validation coverage.
- Improved confidence when associating business domains with organizations.
- Improved handling of incomplete, repeated, or conflicting company information.
- Refined domain-risk decisions to reduce avoidable false positives.
Flexible analysis options and Company Validity Beta added.
- Added additional analysis options so eligible accounts can choose between faster and more comprehensive evaluation.
- Introduced Company Validity Beta for eligible paid accounts.
- Kept existing analysis behavior unchanged unless additional options are selected.
- Strengthened access controls around paid features.
Company and domain intelligence expanded.
- Added broader company and business-domain intelligence.
- Improved the ability to distinguish a technically valid domain from one confidently associated with a specific organization.
- Improved handling of ambiguous, redirected, and conflicting business domains.
- Improved handling of cases where a company-domain relationship cannot be established confidently.
Account and API key management refined.
- Added API key renaming for easier workspace management.
- Improved signup and workspace creation when a company name is not provided.
- Simplified customer-facing analysis responses to focus on useful decisions and context.
June 2026
Access security and abuse protections expanded.
- Strengthened account and API access security.
- Improved signup safeguards against duplicate and abusive account activity.
- Improved protections against suspicious or abusive usage.
- Improved the reliability of account and access controls.
Self-service account deletion added.
- Added authenticated self-service account deletion with confirmation safeguards.
- Improved cleanup of account access when deletion is completed.
- Added safeguards for accounts with active billing relationships.
- Protected shared workspaces when other active members remain.
Customer accounts, plans, billing, and administration added.
- Added customer login, account verification, password recovery, dashboard access, and self-service API key management.
- Added plan-aware usage limits, credits, feature access, and account controls.
- Added self-service subscription and billing management.
- Improved customer visibility into usage, plan, and subscription status.
Public evaluation and signup workflows introduced.
- Connected public contact and signup experiences to structured customer onboarding.
- Added account review and secure API access provisioning for approved customers.
- Added usage tracking and plan limits for approved accounts.
- Added a limited public smtpRS Preview experience for evaluating the service before integration.
smtpRS available.
- Introduced email risk analysis for individual address checks.
- Results provide clear risk guidance, decision support, and usage information.
- Flexible analysis options support evaluation and production workflows according to the account plan.
- Secure access and practical integration guidance are included for approved customers.
May 2026
Core analysis quality and reliability improved.
- Improved email risk scoring accuracy across a wider range of address patterns.
- Improved scoring consistency to reduce avoidable misclassification.
- Strengthened overall service reliability and resilience.
- Expanded customer and integration documentation.
December 2025
Response consistency improved.
- Standardized common analysis fields across responses.
- Added clearer decision guidance for borderline results.
- Improved consistency between repeated checks of the same address.
October 2025
Deliverability checks refined.
- Improved handling of domains with unusual or inconsistent mail configurations.
- Reduced false warnings for otherwise healthy business domains.
- Improved timeout handling for slower network-dependent checks.
August 2025
Disposable email coverage expanded.
- Expanded detection coverage for temporary and disposable email services.
- Improved handling of newly observed disposable-domain patterns.
- Refined risk guidance for addresses using short-lived mailbox providers.
June 2025
Domain reputation signals broadened.
- Added additional domain-level risk indicators.
- Improved handling of newly registered and low-confidence domains.
- Refined scoring when individual signals disagree.
April 2025
Address normalization improved.
- Improved normalization of mixed-case and unusually formatted addresses.
- Expanded support for internationalized domain and address edge cases.
- Reduced avoidable validation failures caused by formatting differences.
February 2025
Risk results made easier to interpret.
- Simplified result wording for low-, medium-, and high-risk outcomes.
- Added a normalized
decisionfield to standard responses. - Improved reason ordering so the most important findings appear first.
November 2024
Mailbox pattern handling expanded.
- Improved recognition of common role-based and shared mailbox patterns.
- Reduced unnecessary penalties for legitimate business aliases.
- Refined treatment of unusual local-part formatting.
September 2024
Domain validation became more resilient.
- Improved handling of redirects, aliases, and inconsistent domain responses.
- Added safer fallbacks when a domain could not be evaluated completely.
- Reduced hard failures when external checks were temporarily unavailable.
July 2024
Mail-domain checks expanded.
- Added broader checks for whether a domain appears configured to receive email.
- Improved handling of domains with multiple mail routes.
- Refined results for partially configured domains.
March 2024
Standard response metadata expanded.
- Added clearer request-level metadata to analysis responses.
- Improved processing-time reporting for diagnostics and integration testing.
- Standardized field naming across early response formats.
December 2023
Risk categories standardized.
- Introduced consistent low-, medium-, and high-risk classifications.
- Grouped validation findings into clearer customer-facing reasons.
- Improved consistency between numeric scores and final guidance.
September 2023
Disposable-address detection introduced.
- Added early detection for known temporary and disposable mailbox domains.
- Expanded the initial domain deny-list used during evaluation.
- Improved handling of obvious throwaway-address patterns.
June 2023
Domain verification added.
- Added checks for whether the email domain exists and appears usable.
- Improved handling of malformed, incomplete, and nonexistent domains.
- Separated address-format issues from domain-level issues.
March 2023
Email parsing and normalization improved.
- Improved parsing of common address formats and edge cases.
- Normalized casing and whitespace before evaluation.
- Added clearer validation reasons for malformed addresses.
January 2023
Early smtpRS prototype established.
- Created the first structured email-risk evaluation flow.
- Added basic syntax and domain checks.
- Introduced an early risk score for comparing suspicious and ordinary addresses.