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| 🔗 Stories, Tutorials & Articles |
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| jsongrep is faster than {jq, jmespath, jsonpath-rust, jql} |
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| This article introduces a tool called jsongrep, explains the internal search engine it uses, and outlines the benchmarking strategy used to compare its performance with other JSON path-like query tools. The tool parses the JSON document, constructs an NFA from the query, determinizes the NFA into a DFA, and performs a depth-first search with DFA transitions to identify matching values in the JSON file. The article also provides installation instructions for jsongrep and highlights its cross-platform compatibility and efficiency due to the use of DFA for searching. |
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| Deploying Disaggregated LLM Inference Workloads on Kubernetes |
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| In large language model (LLM) inference workloads, a single monolithic serving process can hit its limits due to different compute profiles for prefill and decode stages. Disaggregated serving splits the pipeline into distinct stages to better utilize GPU resources and scale more flexibly on Kubernetes. Different ecosystem solutions like NVIDIA Dynamo and llm-d implement this pattern to optimize inference performance. |
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| AWS Load Balancer Controller Reaches GA with Kubernetes Gateway API Support |
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AWS ships GA Gateway API support in the AWS Load Balancer Controller. Teams can manage ALB and NLB with the SIG standard.
The controller swaps annotation JSON for validated CRDs - TargetGroupConfiguration, LoadBalancerConfiguration, ListenerRuleConfiguration - and handles L4 (TCP/UDP/TLS) and L7 (HTTP/gRPC).
Multi-cloud Gateway API portability, plus AWS GA, pushes routing into Kubernetes and cuts reliance on third-party ingress controllers. Infra teams get less yak shaving. |
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| A one-line Kubernetes fix that saved 600 hours a year |
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Atlantis, a tool for planning and applying Terraform changes, faced slow restarts of up to 30 minutes due to a safe default in Kubernetes that became a bottleneck as the persistent volume used by Atlantis grew to millions of files. After investigation, a one-line change to fsGroupChangePolicy reduced restart time to about 30 seconds, saving roughly 50 hours of blocked engineering time per month.
Why this matters: Kubernetes safe defaults can become bottlenecks at scale. Audit fsGroupChangePolicy and PV permission settings on large stateful workloads. |
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| Trivy Hack Spreads Infostealer via Docker, Triggers Worm and Kubernetes Wiper |
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| Cybersecurity researchers found malicious artifacts distributed via Docker Hub after the Trivy supply chain attack. Malicious versions 0.69.4, 0.69.5, and 0.69.6 of Trivy were removed from the image library. Threat actor TeamPCP targeted Aqua Security's GitHub organization, compromising 44 repositories. |
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