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@kala shared an update, 1 day, 17 hours ago

FAUN.dev()

NanoClaw + Docker Sandboxes: Secure Agent Execution Without the Overhead

#Docker ... #Isolati... #MicroVM #docker #NanoCla...

NanoClaw integrates with Docker Sandboxes to enhance AI agent security through strong isolation and transparency. This collaboration focuses on enabling secure and autonomous operations for AI agents within enterprise environments.

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@varbear shared a link, 1 day, 18 hours ago

FAUN.dev()

The real cost of random I/O

Therandom_page_costwas introduced ~25 years ago, and its default value has remained at 4.0 since then. Recent experiments suggest that the actual cost of reading a random page may be significantly higher than the default value, especially on SSDs. Lowering therandom_page_costmay not always be the be.. read more

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@varbear shared a link, 1 day, 18 hours ago

FAUN.dev()

Interview with Thomas Wouters - release Manager for Python

The interview traces Python's core evolution. It starts with addingaugmented assignment(+=) and thePEP 203debates. Arguments followed. Nested scopeslanded viafuture imports. Maintainers repackagedelementtree/xmlplususingpath. asynciorose and supplantedTwisted. Python moved toyearly releases... read more

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@varbear shared a link, 1 day, 18 hours ago

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Things I miss about Spring Boot after switching to Go

The author migrated fromJava/Spring BoottoGolang. Spring bundlesSecurity,Data,Actuator, and auto-wiring. Go prefers minimalist libraries and explicit wiring. It produces static binaries, instant startup, lower memory use, and nativegoroutineconcurrency. Spring needs JVM startup and GC tuning... read more

At its core, Git records snapshots of state, not just file diffs. Every commit represents a complete, immutable view of the project at a point in time, identified by a cryptographic hash. This makes history reliable, auditable, and cheap to branch.

Git is distributed by design. Every clone contains the full repository history, which allows developers and automation systems to work offline, create branches freely, and synchronize changes without relying on a central server for every operation.

In modern cloud-native workflows, Git acts as the source of truth. Desired state is declared in Git, reviewed through pull requests, and promoted across environments by merging changes rather than applying ad-hoc commands. This is the foundation of GitOps.

Git does not deploy anything by itself. Its role is to capture intent, history, and collaboration, while other tools turn that intent into running systems.