The Model Is Not The Product
Most AI product failures stem from flaws in the "harness"—the surrounding software that manages context, tools, and verification—rather than limitations in the model's intelligence…
Latest SRE & DevOps Articles
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AI Agents Act in Real Time. Your Security Governance Needs to Match That Speed
This collection of resources explores how Industrial IoT, Artificial Intelligence, and edge intelligence drive digital transformation across sectors such as manufacturing and autom…
Five worthy reads: Brains or bots—are we forgetting how to think?
This article explores the potential risks of over-reliance on AI, specifically how it may impair childhood development, diminish critical thinking, and lead to "digital brain rot" …
How a 60% speedup on Lucene vector search came from the CPU, not the algorithm
At OpenSearchCon Europe 2026, Amazon’s Shubham Chaudhary demonstrated how bypassing JVM limitations to implement native SIMD architecture achieved a 60% reduction in Lucene vector …
Patroni and logical replication fo PostgreSQL: Preventing data loss during failovers
This article explores how data loss can occur in PostgreSQL environments using both physical and logical replication during a Patroni-managed failover. It specifically highlights t…
25 customer meetings in 3 days: 5 recurring themes about data and AI in 2026
After analyzing 25 customer meetings across various industries, Glenda O’Keefe identifies five recurring themes regarding the challenges of scaling AI and data products. While tech…
Best Citrix Monitoring Tools for End-to-End Performance and User Experience
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Choosing the Right Application Performance Monitoring Tool for Modern IT
Application Performance Monitoring (APM) tools are essential for maintaining business continuity by providing deep visibility into complex applications running across hybrid and mu…
How we brought agentic workflows to Cloud SIEM with the Datadog MCP Server
Datadog engineers have developed a specialized set of security tools for the Model Context Protocol (MCP) Server to help AI agents assist with complex Cloud SIEM tasks, such as sig…
Answer any cost question faster with the Cloud Cost skill in Bits Chat
Datadog’s Bits Chat Cloud Cost skill introduces a conversational interface that allows FinOps and engineering teams to manage cloud, AI, and SaaS expenditures using plain language.…
Why your Alibaba Cloud app slows down: Explaining the ECS, RDS, and OSS failure chain
This article explains how performance degradation in Alibaba Cloud often results from a cascading failure chain between ECS, RDS, and OSS rather than isolated service issues. It pr…
The AI governance gap executives can’t ignore — and why it’s about to get worse
As enterprise AI shifts from simple chatbots to autonomous agents capable of executing actions, a critical governance gap is emerging regarding the management of "agentic" traffic …