Cisco-Splunk strategy shift unveiled with Data Fabric (4 minute read) Cisco's Data Fabric architecture reworks Splunk Enterprise and Splunk Cloud to emphasize federated analytics that bring insights to distributed data sources instead of relying on centralized ingestion. The strategy integrates tools like AppDynamics, Isovalent, and ThousandEyes, expands support for external sources such as Snowflake, and aims to unify observability, security, and AI capabilities for enterprise-scale operations. | Announcing Gateway API Support for DigitalOcean Kubernetes (2 minute read) DigitalOcean Kubernetes (DOKS) clusters now have the Kubernetes Gateway API pre-installed at no extra cost. The new API is a managed service and is more powerful than Ingress. It uses Cilium's eBPF implementation for better performance and advanced routing. By processing traffic in the Linux kernel, it reduces latency, increases throughput, and lowers CPU usage. | | Implementing Karpenter In EKS (From Start To Finish) (10 minute read) Karpenter can be implemented in EKS by creating the cluster with Terraform, configuring IAM roles and OIDC for service accounts, and deploying the Karpenter controller with Helm. Once installed, NodePool and EC2NodeClass manifests define scaling behaviors and instance settings, enabling dynamic and efficient cluster scaling. | | Serena (GitHub Repo) Serena, a free and open-source coding agent toolkit, leverages semantic code retrieval and editing capabilities to boost the productivity of coding agents like Claude Code by integrating language servers via the language server protocol (LSP). It can be used as a standalone MCP server, removing the need for API keys or subscriptions, and it's highly customizable through contexts, modes, and YAML configurations, allowing it to integrate with various IDEs and coding assistants. | Spec Kit (GitHub Repo) Spec-Driven Development allows organizations to focus on product scenarios instead of writing undifferentiated code. The /specify command is used to describe what you want to build, /plan to provide your tech stack and architecture choices, and /tasks to create an actionable task list, then ask your agent to implement the feature. | httpjail (GitHub Repo) httpjail is a cross-platform tool for monitoring and restricting HTTP/HTTPS requests from processes using network isolation and transparent proxy interception. | | Terraformer: Reverse Engineering Infrastructure as Code (8 minute read) Terraformer is an open-source CLI tool from Google that reverse-engineers existing infrastructure into Terraform code, generating both HCL configurations and state files for easier management. It supports multi-cloud environments and helps with migration, auditing, onboarding, and disaster recovery. Terraformer requires careful handling of dependencies, state, and security in the generated code. | Rust compiler performance survey 2025 results (13 minute read) The first Rust Compiler Performance Survey gathered over 3,700 responses, showing mixed satisfaction: while some developers find Rust builds faster than C++, many struggle with long incremental rebuilds, type checking delays, and slow CI builds. The Rust team is addressing these issues through improvements like switching to faster linkers, reducing debug info by default, and creating a build performance guide, while also pursuing long-term efforts such as incremental linking and parallel compilation. | | pgEdge goes Open Source (3 minute read) pgEdge has re-licensed its previously "source available" components, including the Spock replication engine and extensions like Snowflake and Lolor, under the permissive PostgreSQL License, making them fully open source. | | Love TLDR? Tell your friends and get rewards! | Share your referral link below with friends to get free TLDR swag! | | Track your referrals here. | Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of devops professionals and decision makers, you may want to advertise with us. Want to work at TLDR? 💼 Apply here or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! If you have any comments or feedback, just respond to this email! Thanks for reading, Kunal Desai & Martin Hauskrecht | | | |
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