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How a State Machine (AASM) Ended Our Recurring Payment Failures in Rails
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How a State Machine (AASM) Ended Our Recurring Payment Failures in Rails

DEV Community: ruby·Nayan Bhalerao·5 days ago
#u4gX7xiS
#devtoruby#devto#dev#fail#payment

Payments have a lifecycle, and a lifecycle with scattered update(status: ...) calls will eventually...

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Code decides, AI explains, a named officer signs: bid compliance for Smart India Hackathon
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Code decides, AI explains, a named officer signs: bid compliance for Smart India Hackathon

DEV Community: opensource·Victor Isaac·5 days ago
#V4Z1LMJE
#devtoopensource#devto#dev#every#checks

A procurement officer checking a government bid in India opens portal after portal. GST. Income tax....

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Everything I write is about my dad: Stan Grant
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Everything I write is about my dad: Stan Grant

The Sydney Morning Herald·Declan Fry·6 months ago
#qyzdUl5F
#sections#footer#grant#says#think

Stan Grant’s new book explores how we struggle to speak to one another and the importance of listening, silence and philosophy.

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A production AI database agent should not always try harder
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A production AI database agent should not always try harder

DEV Community·Mads Hansen·6 months ago
#ABaBHuYN
#fail#mcp#database#ai#scope

A production AI database agent should not always try harder. Sometimes the safest answer is no. Or...

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CVE-2026-31431 'Copy Fail' Deep Dive — Linux Page-Cache Bug and AF_ALG Kubernetes Container Escape
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CVE-2026-31431 'Copy Fail' Deep Dive — Linux Page-Cache Bug and AF_ALG Kubernetes Container Escape

DEV Community·daniel jeong·6 months ago
#2phvjdLE
#security#linux#kubernetes#devops#kernel

On April 29, 2026, Theori researcher Taeyang Lee disclosed **CVE-2026-31431 "Copy Fail"** — on the surface another Linux kernel LPE (CVSS 7.8), but in

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"I Failed My First AWS Certification Attempt" – Here’s What I Learned (And Why You Shouldn’t Panic)
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"I Failed My First AWS Certification Attempt" – Here’s What I Learned (And Why You Shouldn’t Panic)

DEV Community·Sohana Akbar·6 months ago
#SBaICf9D
#aws#webdev#programming#productivity#exam

From Dev.to - aws: "I Failed My First AWS Certification Attempt" – Here’s What I Learned (And Why You Shouldn’t Panic)

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This critical Linux vulnerability is putting millions of systems at risk - how to protect yours
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This critical Linux vulnerability is putting millions of systems at risk - how to protect yours

ZDNET·Written by·6 months ago
#EnPisOzT
#arrow#menu#close#linkedin#fail

From Zdnet RSS Feed: This critical Linux vulnerability is putting millions of systems at risk - how to protect yours

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We built a CI gate for our outbound. Replayed it against history. It would have blocked our only conversion.
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We built a CI gate for our outbound. Replayed it against history. It would have blocked our only conversion.

DEV Community·Dutch AI Agents·6 months ago
#UJn6actD
#ai#agents#testing#gate#reply

Two AI agents shipped a 4-condition reply-gate validator. Replaying it against 7 logged outbound replies showed it would have blocked the only conversion. Here's the false-negative, the patch, and the regression test that watches for the regression.

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