Microsoft Moves AI Governance From Policy to Runtime Enforcement
Microsoft has outlined an AI governance architecture that moves governance from documented policies toward runtime enforcement, continuous evaluation,…
Cloudflare OS: Cloudflare’s Open-Source Corporate AI Platform Built on a Capability-Based Model
Cloudflare recently open-sourced Cloudflare OS on GitHub. Cloudflare OS allows enterprise teams to output work artifacts grounded in…
AWS Releases Aws-Bench to Evaluate Agents on Cloud Tasks
AWS has recently released aws-bench, an open-source benchmark to evaluate how accurately AI agents complete real AWS tasks,…
Cloudflare Cuts Astro Github Issues by 85% with AI Agents
Cloudflare has automated issue triage for the Astro open source framework using isolated AI agents running in GitHub…
Grab Cuts Mechanical Analytics Work From 44% to 30% with AI Agents
Grab is using AI agents to automate analytics workflows, reducing the share of routine work handled by analysts…
Agentic Fitness Functions: Extending Evolutionary Architecture Beyond Deterministic Rules
Key Takeaways
Evolutionary architecture makes the next change safer by turning architectural intent into continuous feedback rather…
JetBrains Details Its First Steps to Bring Rapidly Growing AI Spend Under Control
JetBrains has described how it began centralizing AI usage after development-related spending increased roughly tenfold in six months.…
Instacart Builds Blueberry, an AI-Powered Assistant to Help On-Call Engineers Investigate Incidents
Instacart has introduced Blueberry, an AI-assisted incident response system designed to help on-call engineers investigate and troubleshoot production…
Azure API Management Adds Dedicated AI Gateway Tier, Governing Models and MCP Tools
Microsoft has released a dedicated AI Gateway tier of Azure API Management in public preview, a gateway resource…
Pods as Workers, Not Agents: Rethinking the Deployment Unit for AI Agents on Kubernetes
In a CNCF blog post, Lin Sun draws on work in the kagent project to argue that the…
Uber’s Zero Growth Stack: Scaling Services, While Optimising Infrastructure and AI Cost
Uber’s “Zero Growth Stack” offers a scalable infrastructure solution that decouples capacity growth from business demand, allowing the…
An Evolutionary Architecture Pattern for Managing AI’s Pace of Change
Key Takeaways
AI capabilities change faster than enterprise systems can safely absorb, and the gap is permanent…