Agent Plugins 1.0 defines a write-once-run-anywhere container for passing tools and skills across different agent platforms The new runtime could help enterprises address operational challenges tied to scaling AI agents in production, although broader governance concerns persist, analysts say. Explores the benefits and tradeoffs of using “citizen developers” who are backed by automation and platforms to produce certain applications versus professional developers fulfilling such duties. Learn AWS step by step by building a real cloud application.
93% of organizations report infrastructure incidents attributable to AI SPI co-creator Dave Verwer joins Apple, says ‘We will be moving away from that model completely’ Apple’s final break with Chipzilla leaves another platform preparing to wind down support Let Instagui read –help output and build a browser GUI instead Tim Lindholm, Java’s original JVM maintainer, shares with El Reg some of the grungy build details the doc glosses over
- Eight-way ballot on AI code puts the distro’s fractious democracy through its paces
- Why Your Legacy APIs Are a Roadblock for AI AgentsDesigning APIs for agents
- Test your Ansible skills with playbooks, roles, inventory management, and automation scenarios for infrastructure configuration
- Practice real-world DevOps scenarios with step-by-step guidance
We checked the release against the June feature-freeze plan, KEP by https://free-to-try.com/38158/details-multilizer-lite-for-developers.html KEP. Here is the roster, what each server exposes, and how to wire one into Claude in two minutes. Test your CI/CD pipeline knowledge with scenarios covering build stages, artifact promotion, environment strategy, deployment patterns, and rollbacks. Master cloud architecture through real-world AWS scenarios covering compute, storage, networking, and best practices
Software development and tech services in the cross-hairs as AI marches on
The feature is real and it is genuinely good news for storage bills; the YAML being shared shows an API that does not exist. Implement production-ready caching patterns https://www.yaldex.com/open-gl/ch08lev1sec1.html with Redis to dramatically improve application performance and scalability. AI agents are making retrieval engineering a core engineering discipline No new features to be submitted to main branch, existing code removed in 6 months if new proposal not created and accepted
How to teach SRE AI agents to fail safely and earn your team’s trust
Anthropic had already closed the feature request. Here’s why it matters for platform engineers. This duck will teach you reinforcement learning — and https://medicalcases.eu/category/news/page/23/ pick up your socks
Join our community of software engineering leaders and aspirational developers. Well, page is more accurate, but the source code is available if you want to try doing something even crazier Most software engineers now use AI for most of their code and fear the existential threat
Kubernetes
Three architecture layers should determine what reaches production. If you want to know what AI cost drove which customer or feature, you have to capture that data yourself. An AI provider invoice gives you tokens consumed by model, with optional grouping by API key. Shows human-readable expiry and issued-at, with no token sent to any server.