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News
A six-line edit made fifteen units stale. The freshness check was working correctly.
23+ min ago (530+ words) Every unit of this project carries a record of its last verification, and each record pins the configuration it was checked against by hashing it. If the configuration changes, the pin no longer reproduces and the record goes stale, which…...
Generation and Operations Are One Thing
13+ min ago (856+ words) Add a service and you get code, observability and deploy — or the platform drifts from reality. What it takes to keep 'declared' and 'actual' the same thing by construction, and what that costs. Tagged with platform, devops, go, architecture....
Deploy Is a Consequence of the Manifest
14+ min ago (1038+ words) Three pipelines, identical for every service, derived from the file that declares the service - and exactly three decisions left to a human: environment, secrets, tag. Plus the one defect in this area that stays green while being wrong. Tagged with…...
I Built a Shadow the Hedgehog CSS Library
15+ min ago (255+ words) I've been building a collection of Shadow the Hedgehog-focused web projects under Shadorux, and one of the projects I wanted was something reusable outside of my own site. So I made SHADOW.CSS. SHADOW.CSS is a small open-source CSS…...
Everbridge Introduces Everbridge 360 AI, the Next Evolution of High Velocity Critical Event Management - AOL
14+ hour, 24+ min ago (161+ words) Everbridge recently achieved ISO/IEC 42001 certification, the international standard for artificial intelligence management systems. The certification reflects the company's commitment to AI governance, transparency, risk management, and human oversight as it continues to expand AI capabilities across the Everbridge 360 AI…...
Fforme Spring 2027: A Sharper Language
18+ min ago (278+ words) Creative director Frances Howie expanded Fforme's exacting wardrobe with tougher textures, weightless construction and a growing confidence in the power of clothes themselves. For spring, Fforme creative director Frances Howie was thinking about what it means to build a young…...
Salesforce Data Cloud: When Source!= Target
28+ min ago (623+ words) The source and target environments look identical. So why does the deployment fail? This was one of the most interesting problems I encountered while working on a Salesforce Data Cloud deployment. The architecture looked correct. The components existed in both…...
Deep Dive into Mixture of Experts: From 1991 to DeepSeek-V3
25+ min ago (738+ words) Every major LLM lab is in a conundrum today, deliberating between scale vs cost. Making a dense model... Tagged with ai, llm, deepseek, google....
Our SSRF guard passed every test we ran — until a stranger's comment pointed out the test we never ran
28+ min ago (300+ words) Then I didn't follow up. The comment sat there for weeks. Going back to it tonight, the gap was worse than I'd worried. Five of our endpoints (redirect-trace, security-scan, security-headers, favicon, scrape) fetch a user-supplied URL. All five guarded against…...
Proofpoint adds OpenAI Daybreak models to SOC analyst agent
1+ week, 16+ hour ago (146+ words) Security analysts often need to check alerts, logs, data loss prevention events, and user risk information to understand a suspicious activity. Looking at all these details separately can take a lot of time, especially when there are many alerts to…...