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@Thepracticaldev

A constructive and inclusive social network for software developers. With you every step of your journey.

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  • Aug 14, 2026earliest in window
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News

DEV Community
dev.to > tessainsley > cutting-pr-review-time-is-really-changing-where-review-happens-3633

Cutting PR review time is really changing where review happens

1+ hour, 1+ min ago   (248+ words) Atlassian reports its Rovo Dev AI reviewer cut PR cycle time by up to 45% internally and 32% for customers (primary source, Jan 2026). That figure gets quoted as proof that AI review saves review time. Read what the reviewer is described as…...

DEV Community
dev.to > seohyun0903 > why-the-new-llm-reasoning-leak-paper-matters-for-your-teams-ai-workflow-46b7

Why the New LLM Reasoning Leak Paper Matters for Your Team’s AI Workflow

1+ hour, 15+ min ago   (271+ words) The technique works in just two API calls and can recover reasoning that was meant to stay hidden behind the provider’s safety layers. The authors demonstrate this with several examples, including a case they call Kimi‑K3 where the recovered reasoning…...

DEV Community
dev.to > debashish_ghosal > from-projects-to-products-in-the-ai-age-why-ownership-matters-more-when-prototypes-are-free-3d0k

From Projects to Products in the AI Age: Why Ownership Matters More When Prototypes Are Free

1+ hour, 24+ min ago   (1466+ words) TLDR: AI has made prototypes, POCs and MVPs cheap — a plausible demo in days. What has not gotten cheaper is everything after: reliability, adoption, governance, cost-to-serve. Teams that fund projects now get more demos. Teams that fund products — with stable…...

DEV Community
dev.to > abhijais1 > your-aws-nat-gateway-is-costing-you-1800-a-month-heres-why-and-how-to-fix-it-3e34

Your AWS NAT gateway is costing you $1,800+ a month. Here's why and how to fix it.

1+ hour, 45+ min ago   (584+ words) This post is the practical fix. We'll cover where the cost actually comes from, three patterns that cut it (VPC endpoints, IPv6 egress, NAT instance), and the platform-level move that handles all three for you. A NAT gateway has two pricing…...

DEV Community
dev.to > leaderr700 > i-built-an-email-scorer-in-one-html-file-with-zero-dependencies-here-is-every-threshold-and-where-5fkm

I built an email scorer in one HTML file with zero dependencies. Here is every threshold and where it came from.

2+ hour, 44+ min ago   (808+ words) I write about B2B sales for a living, which means I read a lot of cold emails and a lot of advice about cold emails. The advice is almost always unfalsifiable. "Keep it short." How short? "Be personal." Measured how? So…...

DEV Community
dev.to > samuel_mallo_c5c41371d1e8 > i-built-a-filipino-ai-scam-risk-analyzer-heres-how-it-works-1pn4

I Built a Filipino AI Scam-Risk Analyzer - Here's How It Works

3+ hour, 8+ min ago   (222+ words) How I Built Check Mo Muna: An AI Scam-Risk Analyzer for Filipinos Scam messages are getting harder to recognize, so I built Check Mo Muna, a free Filipino-focused tool that helps users assess suspicious messages before they click or pay....

DEV Community
dev.to > cornelcroi > i-pay-an-llm-to-approve-bad-reviews-3be2

I pay an LLM to approve bad reviews

3+ hour, 17+ min ago   (783+ words) Every trip report on my travel site goes through an LLM before readers see it. The most important line in that prompt is not about catching bad content. It is this one, verbatim: "Bad reviews" as in negative. The trip…...

DEV Community
dev.to > rsoe > how-to-build-a-custom-ecommerce-store-with-thor-commerce-and-ai-2786

How to Build a Custom Ecommerce Store with Thor Commerce and AI

3+ hour, 49+ min ago   (782+ words) Building a custom ecommerce storefront used to mean choosing between two uncomfortable options: start... Tagged with ecommerce, webdev, nextjs....

DEV Community
dev.to > xdherick > construindo-um-pipeline-de-processamento-de-pedidos-com-o-padrao-chain-of-responsibility-em-java-510g

Construindo um Pipeline de Processamento de Pedidos com o Padrão Chain of Responsibility em Java

4+ hour, 10+ min ago   (466+ words) Sistemas que processam uma entrada por múltiplas etapas sequenciais — validação, transformação, enriquecimento, persistência — costumam cair em uma armadilha comum: todas as etapas ficam concentradas em um único método gigante, cheio de if/else aninhados, cada um responsável por uma verificação…...

DEV Community
dev.to > apppro_5726 > holdout-ledgers-keep-agent-scores-honest-3bfo

Holdout Ledgers Keep Agent Scores Honest

4+ hour, 24+ min ago   (1654+ words) A headline agent percentage is not a measurement until the task ledger, metrics, and controls can be re-run by a stranger. Teams that skip that freeze often publish marketing numbers dressed as evaluation, then discover they cannot reproduce the run....