Monitor prompt caching to optimize your token usage
As LLM system prompts increasingly dominate input token volume, organizations face rising costs and latency bottlenecks due to repetitive context engineering. This article explains…
Latest SRE & DevOps Articles
6,468 articles · Page 29 of 539
AI is changing the reliability game for SREs
The integration of AI into production workloads is complicating SRE efforts by introducing new failure modes and shifting operational toil toward the supervision of unpredictable m…
AI’s Flash Problem Hints at A Deeper Struggle in IT
This resource hub explores how technologies such as AI, IoT, and edge intelligence drive digital transformation and real-time decision-making in industrial operations. It provides …
BMC AMI Ops Monitoring: Over $5M in Savings and Cuts Unplanned Downtime in Half
A Forrester Consulting study reveals that BMC AMI Ops Monitoring delivers a 130% ROI by halving unplanned mainframe outages and significantly reducing costs associated with legacy …
BMC AMI Ops Monitoring: Over $5M in Savings and Cuts Unplanned Downtime in Half
A Forrester Consulting study demonstrates that BMC AMI Ops Monitoring delivers a 130% return on investment, including a net present value of $2.94 million over three years. The sol…
Citrix acquires Numecent to modernize Windows application delivery at scale
Citrix has acquired Numecent, the developer of Cloudpaging, to enhance its ability to deliver and manage Windows applications through containerization and on-demand streaming. This…
State of the Mainframe in 2026
The 2026 BMC Mainframe Survey reveals that the mainframe remains a vital component of the digital economy, with AI usage evolving from experimental testing toward strategic, busine…
Making Rust observability reliable at scale with OpenTelemetry
To resolve fragmented and inconsistent observability in their Rust services, Datadog developed `dd-trace-rs`, an opinionated tracer built on OpenTelemetry that ensures consistent c…
Defending against AI-fueled social engineering
AI is enabling attackers to launch highly personalized and scalable social engineering campaigns, such as spear phishing and deepfakes, at a speed and cost that bypass traditional,…
From traces to experiments: A loop for improving AI agents
To effectively optimize AI agentic systems, teams should use aggregate trace data to identify specific performance bottlenecks and formulate testable hypotheses. The article propos…
Visualize how CUPED adjusts experiment results with Datadog
Datadog Experiments has introduced a new visualization tool that breaks down the difference between raw and CUPED-adjusted lift into a sequential waterfall chart. By tracing each i…
Introducing: Preserved OnCall Schedule Overrides
FireHydrant has introduced "Preserved OnCall Schedule Overrides," a feature that ensures manual on-call adjustments—such as swaps, vacations, or coverage requests—are no longer los…