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What started as ensuring web apps were fast and resilient has now entered a new era: AI Reliability Engineering. Inference workloads demand speed, trust, and observability far beyond traditional infrastructure challenges. In our latest blog, we explore: Why unreliable AI is worse than no AI at all H..
What does it mean for your organization? The European Commission's massive investment is a clear signal: digital security is a top priority for Europe's future. Now is the time to adopt secure, compliant, and high-performance solutions—like RELIANOID. ✅ Cybersecurity by design ✅ Ready for UK & EU re..
Open source security just hit a new level: self-spreading worms, AI-run attacks, and registry abuse at a massive scale. Shai-Hulud, GlassWorm, and AI-orchestrated intrusions show how fast threats now move, and how easily one stolen token can infect entire ecosystems. The supply chain has changed. Our defenses must too.
Oracle performance issues rarely come from a single metric. This guide breaks down the most important Oracle performance indicators across instance health, memory, storage, waits, SQL, and availability, and shows how to use them together to detect bottlenecks early and prevent downtime.
To truly master Kubernetes, you need a safe sandbox, and running a lightweight distribution is the perfect solution for your local development workflow. These smaller K8s flavors provide a full-featured, yet constrained, environment that is easy on system resources. Both MicroK8s (maintained by Canonical) and k3s (from Rancher) are popular, production-ready options that deliver the core K8s experience with minimal operational burden, low storage needs, and simple networking setups.
These two platforms are fantastic for learning, experimentation, rapid testing, and skill development. If you don't know which one to choose, this post will give you the quick overview you need to decide.
AWS rolled out a newaws loginCLI command using OAuth 2.0 with PKCE. It grabs short-lived credentials, finally pushing out those dusty long-lived access keys. But here’s the hitch:The remote login flow opens up a phishing gap. Since the CLI session and browser session aren’t bound, attackers could sp.. read more
SQLite’sJSON virtual generated columnspunch way above their weight. They let you index JSON fields on the fly, no migrations, no whining. Computed like real columns, queryable like real columns, indexable like real columns. But from JSON. Want flexibility without surrendering speed? This flips the s.. read more
To stop a wave of scraping on their self-hosted Forgejo, the author stacked defenses like a firewall architect on caffeine. First camemanual IP rate-limiting. ThenNGINX caching and traffic shaping. Finally:Iocaine 3. That last one didn’t just block bots, it lured them into a maze of junk pages. The .. read more
Refinery 3.0 cuts CPU by 70% and slashes RAM by 60%. The trick: selective field extraction from serialized spans. No full deserialization. Fewer heap allocations. Way less waste. It also recycles buffers, handles metrics smarter, and is gearing up to parallelize its core decision loop... read more
