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A Guide to Building Pricing Uptime Dashboards from Metrics and Logs

TL;DR: For a pricing-rule rollout, build the internal uptime dashboard from recent health metrics and structured logs, reduce them to green, yellow, or red per service, and let the feature flag…

• Gather health metrics and logs for pricing-rule rollout dashboard
• Categorize data as green, yellow, or red based on service performance
• Use five-minute window for accurate rate measurements and failure count

5h ago ·dev.to

LS Eco Energy Builds Non-China Production Base for Defense-Grade Rare Earth Materials

LS Eco Energy is moving into the production of defense-grade rare earth metals in Vietnam as it seeks to establish a non-China supply chain for strategic materials used in aerospace and defense…

5h ago ·koreaittimes.com

Six Signatures, Zero Laws: What the White House Super Intelligence Accord Actually Requires

If the entire safety framework for the most powerful technology on the planet were a document, how long would you expect it to be? As of Tuesday, the answer is two pages.

• White House Accord signed by President Trump and six AI companies on September 29, 2026
• Accord outlines voluntary commitments for safe AI development without legal enforcement
• Main components include internal controls, watch team, external auditor, board oversight

5h ago ·dev.to

Zet: an open-source layer on Laya that knows when to ask a human

Confidence scores aren't error rates. Zet sits on top of Laya and marks every answer sure or unsure, using conformal prediction sets and a Learn-then-Test threshold calibrated per language, so the…

• Zet is an open-source tool for Laya language model
• Uses conformal prediction sets for error budgeting
• Refuses tasks when complexity exceeds 18 scenarios

5h ago ·dev.to