DevOps
fromNew Relic
9 hours agoA Guide to Achieving True Service Reliability
High-level SLOs can mask critical reliability gaps; planned maintenance must be separated and reliability segmented to ensure all users are truly covered.
Our reader managed to run up Bedrock charges totaling $30,141.33 in April 2026, despite using AWS Cost Anomaly Detection (CAD) to avoid any nasty surprises. Thirty-three days before our reader's first use of Bedrock, the threshold in CAD was set to "Absolute ≥ $100 AND Relative ≥ 40%" so alerts should have fired if things got too spendy.
With [CIDR], Microsoft can now trigger a recovery action directly from the Hardware Dev Center (HDC), rolling back a problematic driver to the previously known-good version via the Windows Update pipeline. Partners are not required to take any action. Microsoft handles the recovery end-to-end.
DTCC will integrate Chainlink’s Runtime Environment into its Collateral Appchain, targeting a Q4 2026 production launch. The platform automates collateral workflows for a firm that processed $4.7 quadrillion in securities transactions in 2025. Chainlink Co-Founder Sergey Nazarov says collateral management is the blockchain sector's key application for traditional finance (TradFi). DTCCs Collateral Appchain is built as shared infrastructure designed to modernize how collateral moves between market participants.
There is no technical reason for VMware users to adopt a rival hypervisor, and that no vendor offers a one-for-one replacement for the virtualization pioneer's flagship Cloud Foundation (VCF) suite.
Durham's Unified Development Ordinance doesn't currently define "data center" or "cryptocurrency mining" as specific land uses-meaning the city has no formal framework to evaluate, restrict, or condition those projects. The ordinance spells out why that gap matters: these facilities consume extraordinary amounts of electricity, land, and water. The city also cited noise levels that can cause chronic sleep disturbances, diesel generator emissions, heat islands, and pressure on utility infrastructure.
Projects struggling today often aren't underperforming because upfront costs were miscalculated. They struggle because long-term operating realities can look very different from what was modeled. Storage assets are increasingly expected to provide firm capacity, support critical loads, and remain available during periods of prolonged grid stress.
39.8 percent of respondents use AI for writing code frequently, versus 30.9 percent last year. There is also more use of AI for other tasks such as writing tests (up from 20 to 33 percent) and for debugging (up from 11.5 to 23.6 percent).