read more here: gist.github.com/michabbb/5e...

⚙️ Quick fix: Suppress the warning by adding LogLevel ERROR to ~/.ssh/config for specific hosts. Better solution: Enable post-quantum key exchange on your SSH
server by updating KexAlgorithms in /etc/ssh/sshd_config and restart the service.

📊 Risk assessment: For most use cases (server admin, development, non-sensitive data), the practical risk is low. Your Docker logs and configs likely won't be
valuable in 15 years. However, healthcare, finance, and government sectors should act now.

🛡️ Post-quantum cryptography uses algorithms resistant to quantum attacks. OpenSSH now supports [email protected] which combines classical
(Curve25519) and post-quantum (NTRU Prime) security for hybrid protection against both threats.

⏰ The threat model: "Store now, decrypt later" attacks. An adversary could record your encrypted SSH traffic today and decrypt it in 10-15 years when powerful
quantum computers become available. Algorithms like RSA/ECDH are vulnerable to Shor's algorithm.

🎯 Real insights: Measure ROI & productivity gains, spot performance bottlenecks & reliability issues, track adoption trends & user trust via accept/reject ratios, optimize spend based on model efficiency & usage patterns

signoz.io/blog/claude...

📈 Build dashboards: Visualize input/output token usage, sessions & conversations, total costs in USD, terminal type distribution (#VSCode, Apple Terminal), requests per user & tool type usage (Read, Edit, LS, Bash)

⚙️ Setup options: Launch via #VSCode or terminal with environment variables, configure centralized #OTLP exports via #gRPC or #HTTP protocols, use administrator-managed settings for organization-wide control

🛠️ Monitor logs & events: user prompts, tool results with accept/reject decisions, #API requests with detailed cost/duration/token counts, error tracking with retry attempts & tool decision patterns

📊 Track key metrics: token usage & costs, sessions/conversations per user, quota visibility (5-hour rolling windows), command duration (P95), request success rates & model distribution across #Sonnet and #Opus variants

📄 Academic research published documenting the approach to fighting unilateral surveillance through automated interaction

adnauseam.io/

🆓 Free and #opensource browser extension available for #Firefox, #Chromium-based browsers, #Opera, and #MicrosoftEdge

🌐 Serves as both a technical defense against bulk surveillance and a means of expressing discontent with privacy-disregarding ad networks

🔄 Creates an omnivorous click-stream that confuses ad networks' databases, making collected surveillance data meaningless

💡 Follows the obfuscation strategy of #TrackMeNot, shifting the power balance between trackers and tracked users