Fixing Fatal Process Aborts in TensorFlow Lookup Tables

Few things in Python development are more disruptive than a sudden SIGABRT or core dumped error that crashes the entire Python interpreter. In managed environments, invalid inputs should raise catchable exceptions like ValueError or tf.errors.InvalidArgumentError . When a C++ kernel assertion fails instead, your process dies instantly without giving your application a chance to recover. While…

dev.to ·21h ago

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We tagged EKS workers like app servers — and Prometheus started scraping telegraf on nodes that never had it

The Telegraf Down alerts started piling up on a Thursday morning, and at first glance it looked bad. Nine targets, all critical, all under the same rule name.

Governance tags caused Prometheus to scrape telegraf on EKS nodes without it
EKS workers included in EC2 service discovery pool for Prometheus scraping
Simple Prometheus relabel change fixed the EKS issue

21h ago ·dev.to

What Fighting Style Will Robots Use in the Future?

New to these fighting styles? If you don't know some of the fighting styles mentioned in this article, these resources are good starting points: MMA (Mixed Martial Arts): UFC — Introduction to MMA…

Future robots likely to combine multiple combat sports techniques
Boxing, Muay Thai, wrestling, judo, and BJJ concepts as potential foundations
Adaptive, sensor-driven combat system may replace single fighting style

21h ago ·dev.to

Multi-Cloud Networking: How to Connect AWS, Azure and GCP Securely

Connecting workloads across AWS, Azure, and GCP is technically straightforward in the sense that connectivity options genuinely exist for all three.

Multi-cloud networking is complex due to unique networking models of AWS, Azure, and GCP.
Security inconsistencies arise from platform-specific networking differences across clouds.
VPNs, dedicated interconnects, and third-party platforms are methods for multi-cloud connectivity.

21h ago ·dev.to

3 nail-biting Paramount+ thriller movies to watch if you never want to sleep again

Looking for a tense movie night? Here are 3 nail-biting thrillers streaming on Paramount+ right now that will keep you up all night.

21h ago ·tomsguide.com

Is your Data Lakehouse actually a HIPAA liability?

Ninety-two percent of healthcare data breaches occur because of misconfigurations in the storage layer, yet most engineers I interview still think "encryption at rest" is the end of the conversation.

HIPAA compliance requires immediate PHI masking upon data ingestion.
God-mode service accounts with unrestricted access violate HIPAA standards.
Immutable audit trails and identity mapping enforce fine-grained access control.

20h ago ·dev.to

Understanding Cordis: The TypeScript Framework Built for Hot-Swapping Everything

Part 1 of the DeepSeek Harness: Kernel to Edge series: How the open-source (MIT) Cordis meta-framework enables zero-downtime plugin reloads and memory-leak-free architectures in TypeScript, backed by…

Cordis is an open-source TypeScript meta-framework enabling runtime dynamic composability.
Developed by Shigma and Koishi team for dynamic plugin updates in chatbot connections.
Formalized in academic paper establishing safe dynamic loading/reloading principles.

20h ago ·dev.to