In IBM Research’s ITBench benchmark, agents built on state-of-the-art models resolved just 11.4% of realistic Site Reliability Engineering scenarios — Kubernetes environments with injected faults, full observability data, and a ReAct-style agent wired to logs, traces, metrics, and a shell. That same class of agent landed 25.2% on security operations …
Editorial team 
Just give me the F bro: frustração com debugging
Bro what the fuck is this : r/youtube Just give me the F bro 💔🥀 · r/MemeVideos – Just give me the F bro 💔🥀. 0:05. 183 ; What the fuck is this bro · r/youtube – What the fuck is this … Este caso ilustra uma mudança importante na …
The Infrastructure Revolution: How AI is Taking Control
The Infrastructure Revolution: How AI is Taking Control of Cloud Operations Cloud infrastructure has reached a turning point. For years, we’ve treated AI as just another workload running on traditional cloud infrastructure. Today, that relationship is reversing: AI is no longer just a tenant in the cloud—it’s becoming the landlord. …
Claude Code Removed from Pro Plan: The End of Cheap AI
Claude Code Removed from Pro Plan: The End of Cheap AI Coding Assistance? April 27, 2026 – In a move that has sent shockwaves through the developer community, Anthropic has quietly removed Claude Code from its $20/month Pro plan, signaling what many see as the end of affordable AI-powered coding …
The First Useful AI Agents Won’t Replace Teams. They’ll
Most of the public conversation about AI agents still swings between two bad extremes. On one side, the demos: book the trip, run the workflow, manage the business. On the other, the backlash: it is all vaporware, or it is coming straight for everyone’s job. The more interesting reality is …
OpenAI’s Rumored $20,000 Agents Aren’t the Story. The Real Story Is Who Will Actually Pay.
OpenAI’s Rumored $20,000 Agents Aren’t the Story. The Real Story Is Who Will Actually Pay. OpenAI’s rumored plan to charge as much as $20,000 a month for specialized agents sounded absurd to plenty of people on Reddit. Fair enough. On paper, it looks like AI pricing detached from reality. But …
OpenAI’s MCP Embrace Changes the AI Tooling Battle — But
OpenAI’s MCP Embrace Changes the AI Tooling Battle — But It Won’t Make Agents Easy When a protocol starts as a niche developer convenience and then gets adopted by one of the biggest model vendors in the world, it stops being a curiosity. It becomes infrastructure. That is why a …
Software Supply Chain Security: SBOM and SLSA Implementation
Software supply chain attacks have increased dramatically, targeting dependencies, build systems, and distribution channels. Software Bill of Materials (SBOM) and Supply-chain Levels for Software Artifacts (SLSA) provide frameworks for securing the software supply chain. Supply Chain Attack Vectors Dependency Confusion: Malicious packages with internal names Typosquatting: Packages with similar names …
Event-Driven Security Architectures in Practice: Keeping
Hey there! Ever wondered how some companies seem to catch security threats almost instantly? Well, the secret sauce often involves something called event-driven security architectures. Don’t worry, it’s not as complicated as it sounds. Think of it like this: imagine your security systems are constantly listening for something to happen …
Monitoring distributed systems with tracing and metrics
Keeping an Eye on Your Digital Empire: Monitoring Distributed Systems Hey there! Ever wondered how the big tech companies manage to keep their websites and apps running smoothly, even with millions of users hitting them all at once? The secret sauce? They’re masters of monitoring distributed systems. And guess what? …
How your personal projects can shape your tech career
Hey there! Ever wonder how to level up your tech career? Sure, a degree or a bootcamp helps, but what if I told you that the real secret weapon is staring right back at you? Yep, I’m talking about your personal projects. Believe me, I’ve been there. I’ve seen firsthand …