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Update release workflow notes for v1.6.0-beta
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.github/workflows/release.yml

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SysAI Assistant is an AI-powered operational toolkit for Linux sysadmins, infrastructure operators, and security-focused environments.
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This release introduces the first complete Pro licensing architecture alongside major operational context improvements and infrastructure hardening.
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SysAI v1.6.0-beta significantly expands operational intelligence, trust-awareness and troubleshooting workflow capabilities.
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## Highlights
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### New Pro Licensing Architecture
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- Server-backed license activation
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- Device-bound activations
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- Activation limits enforcement
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- Cryptographically signed licenses (Ed25519)
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- Secure offline-aware entitlement validation
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- Beta / Pro plan infrastructure
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### Operational Improvements
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- Better AI troubleshooting context handling
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- Improved system analysis consistency
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- More reliable operational recommendations
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- Reduced hallucinations in infra workflows
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- Stronger baseline and drift awareness
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### Security
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- Hardened licensing flow
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- Secure device identity persistence
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- Improved CSP configuration
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- Better Electron isolation boundaries
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- Safer IPC communication paths
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### Packaging
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Automatic builds are now generated directly from GitHub Actions.
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Included artifacts:
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- Linux AppImage
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- Linux DEB
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- Linux RPM
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- Windows NSIS installer
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- Windows portable executable
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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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## Notes
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This is still a beta-stage release intended for testing and feedback.
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The licensing backend infrastructure is intentionally not part of the public repository.
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This is still a beta-stage release intended for testing and operational feedback.
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If you encounter issues, please open a GitHub issue including:
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- operating system
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- SysAI version
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- logs/screenshots
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- reproduction steps
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Always review AI-generated commands and remediation steps before applying them to production infrastructure.
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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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https://github.com/sponsors/shadowbipnode
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artifacts/**/*

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