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### Top Social Posts

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"this is why Ariana ships on Windows & Linux desktop from day one not just MacOS like a lot of startups do these days btw that's only thanks to tauri and a lot of hard debugging"  
[X Link](https://x.com/AniC_dev/status/1983649538520051841) [@AniC_dev](/creator/x/AniC_dev) 2025-10-29T21:37Z 1409 followers, XXX engagements


"I went down a rabbit hole exploring @SentientAGIs LiveCodeBenchPro and it completely flips the script on model size vs. intelligence. Unlike traditional benchmarks that only test token prediction LiveCodeBenchPro measures true coding intelligence how well models can reason debug and navigate complex real-world codebases like an actual developer. Results indicate that smaller open models with 10x fewer parameters and less training data can rival or exceed closed models at code reasoning. LiveCodeBenchPro focuses on real programming challenges that demand logical flow refactoring and multi-step"  
[X Link](https://x.com/nexuscrypt01/status/1983627121051177176) [@nexuscrypt01](/creator/x/nexuscrypt01) 2025-10-29T20:08Z 5745 followers, XXX engagements


"we've been talking to black boxes we ask a question we get an answer we have to trust it blindly. what if we could peer inside what if we could see the journey of its thoughts sentient makes intelligence visible the reasoning trace visualizer maps the ai logic path the steps the data the decisions all in real time now devs can debug reasoning and not just code researchers can refine the very fabric of its logic. we re not just getting answers anymore we re finally having a conversation all thanks to @SentientAGI"  
[X Link](https://x.com/blamesociety00/status/1983598127631257722) [@blamesociety00](/creator/x/blamesociety00) 2025-10-29T18:13Z XXX followers, XXX engagements


"CloudWatch costs jumped to $890/month. Was $120/month last quarter. Breakdown: - Logs: $780/month - Metrics: $67/month - Alarms: $43/month Where are logs coming from - Application logs: XXX GB/month - Access logs: XXX GB/month - Debug logs: XXX GB/month Optimizations: X. ALB access logs to S3: - Cost: $0.023/GB = $16/month - Was: $0.50/GB in CloudWatch = $360/month - Savings: $344/month - Query with Athena when needed X. Changed log level: - Production: INFO (was DEBUG) - Reduced logs: XXX GB - XX GB - Savings: $142/month X. Log retention: - Most logs: X days (was XX days) - Error logs: 30"  
[X Link](https://x.com/brankopetric00/status/1983595488369672447) [@brankopetric00](/creator/x/brankopetric00) 2025-10-29T18:03Z 11.5K followers, 7700 engagements