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Update release workflow notes for v1.7.0-beta
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.github/workflows/release.yml

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SysAI v1.6.0-beta significantly expands operational intelligence, trust-awareness and troubleshooting workflow capabilities.
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SysAI Assistant v1.7.0-beta expands Security & Exposure Intelligence with deeper infrastructure scanning, local-first CSR generation, improved operational runbooks, and stronger security audit workflows.
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## Highlights
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### Operational Trust & Safety
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- remediation safety scoring
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- evidence quality analysis
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- rollback trust semantics
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- verification trust semantics
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- assumptions vs verified evidence separation
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- safer rollback logic
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- improved anti-hallucination operational safeguards
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### Operational Intelligence
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- environment-aware diagnostics
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- context-linked operational history
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- improved workflow continuity foundations
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- multilingual operational consistency improvements
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- reasoning transparency enhancements
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- safer infrastructure remediation logic
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### UX Improvements
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- improved live history search
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- homepage → history workflow integration
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- refined operational result rendering
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- clearer operational trust visualization
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### Included Features
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- 7 operational AI tools
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- Windows installer + portable builds
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- Linux AppImage / DEB / RPM
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- local-first architecture
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- multi-provider support
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- Ollama fully local/offline support
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- integrated security scanners
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- rollback-aware workflows
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### Security & Exposure Intelligence
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- Infrastructure Intelligence target scanner
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- Service Matrix and Attack Surface Summary
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- HTTP/HTTPS, SSH, mail, database and web service intelligence
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- Redirect host analysis and target normalization for domains and full URLs
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- Exposure scoring improvements
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- Metadata leak and version disclosure analysis
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- Admin/login surface detection
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- Better separation between remote scans and local audits
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### Local-first CSR Generator
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- Generate private keys and certificate signing requests locally
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- RSA 2048 and RSA 4096 support
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- ECDSA P-256 and ECDSA P-384 support
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- SAN DNS and IP support
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- Equivalent OpenSSL command output
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- Copy/export workflows for private key and CSR
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- No AI provider usage and no network transmission for CSR material
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### Secret Detection
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- Expanded local-first secret detection
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- Better masking of sensitive values
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- Support for common config secrets, tokens, private keys and credential URLs
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- Safer handling of sensitive local inputs
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### Permission Auditing
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- Filesystem and permission audit improvements
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- World-writable path detection
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- SSH permission checks
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- Docker socket exposure checks
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- Sudoers risk analysis
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### Operational Runbooks
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- Generate operational runbooks from troubleshooting and security results
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- Verification steps
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- Remediation guidance
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- Rollback notes
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- Prevention recommendations
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### Workflow Improvements
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- Improved command palette coverage
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- Better workflow continuity across security and troubleshooting sessions
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- Reduced stale-result leakage between scan modes
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- Improved history handling for meaningful operational outputs
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- Updated multilingual UI coverage for English, Italian, French, German and Spanish
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## Notes
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This is still a beta-stage release intended for testing and operational feedback.
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This is a beta-stage release intended for testing, feedback and operational evaluation.
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Always review AI-generated commands and remediation steps before applying them to production infrastructure.
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Always review generated commands, remediation steps and security recommendations before applying them to production infrastructure.
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CSR/private key generation is local-first, but private keys are sensitive: store them securely and never share them unintentionally.
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GitHub:
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https://github.com/shadowbipnode/sysai-assistant
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Support development:
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Support development on GitHub Sponsors:
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https://github.com/sponsors/shadowbipnode
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Lightning donation:
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donate@shadowbip.com
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