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FinOps
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AI data lakes are driving new storage demands
AI data lakes are driving new storage demands. Learn how ultra-high-capacity QLC NAND flash solves critical data center bottlenecks.
The API tax: Why AI agents stall without infrastructure context
An AI agent saw a single EC2 instance and flagged nothing. It couldn’t see the policy it was breaking.
AI changed how you respond to incidents. Your tabletops haven’t caught up
AI changed incident response, but tabletop exercises haven’t caught up. Learn why and how to test AI tooling alongside human responders.
Bridging technical depth and usability: The story behind Radar’s redesign
We redesigned Cloudflare Radar to make real-time global traffic and outage data accessible to a wider audience — including journalists, less technical researchers, and everyday users. By introducing an interactive map and standardized components, we simplified navigation while preserving technical depth.
Claude Sonnet 5.5 vs. Opus 5.5: 42% cheaper and perfect on every run
Opus 5.5 failed two of 15 coding runs. It thought until it ran out of tokens.
Building scalable, agent-friendly APIs for AI applications
Apply microservices principles like bulkheads to scale agent-friendly APIs, handle bursty AI traffic, and prevent lost conversation context.
Redis by proxy: Percona targets the last major hurdle to Valkey adoption
Valkey-proxy lets companies stuck on Redis migrate without having to rewrite their apps. The code is set to go public this month.
OpenSSH 10.6 deliberately breaks two features in the name of security
OpenSSH 10.6 weakens SSH compression and rejects $ and in command-line usernames to close a plaintext leak and a shell injection risk in automation.
Claude’s cyber safeguards are getting more flexible — but not for everyone
Anthropic expands verified cyber access, but fewer safeguards require deeper review. Offensive tests leave the impact on everyday defensive work unclear.
Decision models are suddenly everywhere. OpenAI’s is now public
Decisions API enters public beta with image inputs as Perplexity, Cloudflare, and Amazon push open-weight alternatives.
Kubernetes won the orchestration wars. Its teams are still fighting
Kubernetes won the container orchestration wars. The CNCF reports that 82% of container users run Kubernetes in production. Despite its market dominance, Kubernetes teams aren’t always happy. It turns out that keeping developers and operations teams happy takes more than agreeing on which technology to use. Developers appreciate Kubernetes self-service capabilities, which allow them to scale apps and tweak configurations without ex
Introducing Claude Haiku 5.5 on AWS
Claude Haiku 5.5 is now available on Amazon Bedrock and Claude Platform on AWS. According to Anthropic, it is the fastest, most efficient model in the Claude 5.5 family, built for subagents and high-volume, cost-sensitive work, and costs around 75% less than Claude Haiku 4.5 for most tasks. This post covers its improvements and how to get started.
Rethinking access control for RAG with Amazon Quick and Amazon Bedrock
Enterprise RAG unlocks insights from knowledge sources like SharePoint, Google Drive, and Confluence, but those sources carry complex permissions. Learn how Amazon Quick and Amazon Bedrock Knowledge Bases enforce document-level access controls in real time, verifying permissions directly with authoritative sources at query time.
OpenAI’s former safety lead says it’s shipping “new capability and risk every Tuesday”
Former OpenAI safety lead David Robinson tells Ezra Klein that reasoning updates, new tools and coding agents now let OpenAI ship new AI risk every week.
Anthropic launches Haiku 5.5 at a much lower price
Haiku 5.5 adds effort controls and posts big gains on computer-use and command-line benchmarks as Anthropic pitches its smallest model for agentic work.
Building an evidence-grounded agentic security operations harness on Cloudflare
Cloudflare Managed Defense uses a team of specialized AI agents built on Workers and global network telemetry to analyze security alerts. By separating deterministic evidence collection from model inference, the system delivers grounded recommendations to Managed Defense Analysts.
Beyond hours saved: Building the business case for agentic automation
The RPA-era ROI model misses most of the value agentic automation creates. This post gives AI center of excellence leaders a framework to size the full value of agents across time savings, exception handling, decision quality, and maintenance economics, and to prioritize which workflows to automate first.
How Qlik built grounded, enterprise-scale AI with Amazon Bedrock
Qlik built Qlik Answers on Amazon Bedrock to give its 40,000+ customers grounded, sourced answers across structured and unstructured enterprise data. Learn how a layered, multi-agent architecture with cross-Region inference and Amazon Bedrock Guardrails delivers trusted AI at global scale.
Automate remediation post AWS DevOps Agent investigation
AWS DevOps Agent can diagnose production incidents but is kept in observe-and-report mode so it does not change resources directly. This post shows how to use AWS Lambda Durable Functions, Amazon EventBridge, and Amazon Bedrock to turn its investigation summaries into pre-validated fixes an on-call engineer can approve with a single action.
Building AI builders: Playbook for closing the AI knowledge-capability gap
The biggest barrier to AI adoption isn't awareness. It's the gap between talking about AI and building with it. Here's the playbook we used to turn non-technical, customer-facing professionals into confident AI builders in six weeks, and how your organization can replicate it.
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