Lima v2.0: New features for secure AI workflows (4 minute read)
The Lima project shipped its second major release (v2.0.0) on November 6, significantly expanding its capabilities to support AI workloads alongside containers. This update introduced GPU acceleration for Linux VMs on macOS hosts via a krunkit VM driver and new Model Context Protocol (MCP) tools, enabling secure execution of AI agents within a VM sandbox.
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An In-Depth Look at Istio Ambient Mode with Calico (10 minute read)
Tigera has introduced a unified platform that integrates Istio Ambient Mode with Calico, offering a sidecarless service mesh solution designed to simplify Kubernetes networking, security, and L7 observability across clusters by eliminating fragmented tools and reducing operational overhead. This integration provides crucial capabilities like mTLS encryption, L4/L7 traffic control, and deep application-level observability while preserving existing network policies.
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What I Look For in AI-Assisted PRs (5 minute read)
As AI makes it easier to generate code, the burden on reviewers increases, requiring strong heuristics that assess clarity of PR descriptions, reversibility of changes, appropriate scope, coherent abstractions, meaningful tests, and healthy error-handling while watching for “vibe” code smells that indicate low human curation. AI can help with first-pass review but still struggles with conceptual design issues, so human judgment—and eventually stronger verification tools—remain essential as code volume rapidly scales.
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Rustfs (GitHub Repo)
RustFS, an open-source and S3-compatible high-performance object storage system built in Rust, has been shown to be 2.3x faster than MinIO for 4KB object payloads. Released under the permissible Apache 2.0 license, it supports migration and coexistence with other S3-compatible platforms while being optimized for data lakes, AI, and big data workloads.
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Fresh (GitHub Repo)
Fresh is a terminal-based text editor that offers an easy, powerful, and fast experience with native UIs, a command palette, and full mouse support for users transitioning from graphical editors. It's designed for extensibility with TypeScript plugins and engineered for speed. Fresh can handle multi-gigabyte files without slowing down.
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Postman Workspace Leaks: When Your API Testing Tool Becomes a Data Breach (12 minute read)
A year-long investigation revealed that more than 30,000 public Postman workspaces leaked sensitive API keys, tokens, and credentials, exposing organizations across healthcare, finance, e-commerce, and tech to real-world breaches and financial risk. The incident highlights how simple misconfigurations, insecure developer practices, and weak defaults in collaboration tools can escalate into widespread, high-impact security failures.
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Fastnet (3 minute read)
AWS Fastnet is a high-capacity transatlantic cable linking Maryland and County Cork that delivers over 320 Tbps, strengthens network resilience, and supports growing cloud and AI demand.
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