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“Observability Lasagna”: a 4-layer framework - Overview, System, Logs, Traces - that connects layers for an optimized debugging UX. Get practical tips on instrumentation, visualizing limits, and using logs/exemplars to focus on user-impact triaging. 🔗 bit.ly/49sHHhp
I have been developing Agentic Systems for the past few years and the same patterns keep emerging. 👇 𝗘𝘃𝗮𝗹𝘂𝗮𝘁𝗶𝗼𝗻 𝗗𝗿𝗶𝘃𝗲𝗻 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 is the most reliable way to be successful in building your 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 - here is my template. Let’s…
kubectl-ai acts as an intelligent interface, translating user intent into precise Kubernetes operations and making Kubernetes management more accessible and efficient ➜ ku.bz/41dbJCmcV
Another paper by Google: How to deploy, scale, and productionize AI Agents. 👏 📕 kaggle.com/whitepaper-pro…
A Go-based self-hosted file management system with multi-cloud support #golang github.com/cloudreve/clou…
OpenBao provides an open-source solution to manage, store, and distribute secrets, certificates, and keys with secure encryption, dynamic secrets, automated leasing, and detailed revocation ➜ ku.bz/qg3j1t67t
> all the business logic we write as engineers is very coupled with the framework and infrastructure. then we scale, we hear things like - "i want to replace X db with Y for performance without massive refactoring" which becomes painful in monolith arch. then i read about…
Modular Architecture Overview → An architectural style where the system is divided into self-contained modules → Each module represents a feature or plugin that can be added, removed, or updated independently → Promotes flexibility, maintainability, and scalability in large…
Scalable Cloud-Native Application Architecture on AWS This design brings together containerized microservices, serverless automation, and high-performance data systems to create a fault-tolerant, massively scalable application ecosystem. It covers: > Ingress Layer / Edge…
GitHub - truefoundry/KubeElasti: Kubernetes-native scale-to-zero with zero traffic loss, no code changes, and direct integration with kubernetes resources github.com/truefoundry/Ku…
Type-safe backend framework that generates infrastructure from code.
KUBErnetes cross-ZONe NETwork monitoring with Prometheus for Cilium-based clusters (in Legacy host routing mode). github.com/polarsignals/k…
Biggest takeaway from KubeCon: People want Neki badly. We're building the solution for scaling and managing huge Postgres databases. More to come, but in the meantime: neki.dev
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