nulladmin
@nulladmin.com
65 followers
300 following
100 posts
Nulladmin - Expert Software Engineering, Technology, and Management Consulting. Hire me for your custom backend development and infrastructure needs.
https://nulladmin.com/
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nulladmin
@nulladmin.com
· Aug 8
Shipping an AI Agent that Lies to Production: Lessons Learned
The peak of hype isn’t the best moment to reflect on AI. Will it take your job, or is it the next fad like NFTs? Are AI startups ridiculously overvalued, or are the companies that sleep on AI doomed?
...
threedots.tech
nulladmin
@nulladmin.com
· Aug 1
PerfInsights: Detecting Performance Optimization Opportunities in Go Code using Generative AI
At Uber, back-end service efficiency directly influences operational costs and user experience. In March 2024 alone, the top 10 Go services accounted for more than multi-million dollars in compute spend alone —an unsustainable amount that underscored the need for systematic performance tuning. Traditionally, optimizing Go services has required deep expertise and significant manual effort. Profiling, benchmarking, and analyzing code could take days or even weeks. Performance tuning is prohibitively expensive and non-trivial for most teams. PerfInsights was born as an Uber Hackdayz 2024 finalist and has since evolved into a production-ready system that automatically detects performance antipatterns in Go services. It uses runtime CPU and memory profiles with GenAI-powered static analysis to pinpoint expensive hotpath functions and recommend optimizations.
www.uber.com
nulladmin
@nulladmin.com
· Jul 12
Photos: The Scale of China’s Solar-Power Projects
As the Trump administration's “big, beautiful bill” eliminates many clean-energy incentives in the U.S., China continues huge investments in wind and solar power, reportedly accounting for 74 percent ...
www.theatlantic.com
nulladmin
@nulladmin.com
· Jul 11
Vending-Bench: Testing long-term coherence in agents | Andon Labs
How do agents act over very long horizons? We answer this by letting agents manage a simulated vending machine business. The agents need to handle ordering, inventory management, and pricing over long...
andonlabs.com
nulladmin
@nulladmin.com
· Jun 18
Unexpected security footguns in Go's parsers
File parsers in Go contain unexpected behaviors that can lead to serious security vulnerabilities. This post examines how JSON, XML, and YAML parsers in Go handle edge cases in ways that have repeated...
blog.trailofbits.com