Red Hat AgentOps: Why 44% of AI Projects Stall Before Production
44% of enterprise AI leaders lack confidence in autonomous agents. Red Hat AI 3.4's AgentOps layer fills the governance gap blocking production deployment.
AWS Strands + Amazon Transform: How to Modernize 100 Repos Without a Migration Team
How AWS's three-service agentic stack — Strands, Transform Custom, and BedrockAgentCore — automates application modernization at scale.
Arcjet Guards: When AI Agents Bypass Every Perimeter Defense
AI agents bypass HTTP perimeters. Arcjet Guards enforces security at the function-call boundary—where prompt injection and token drain actually happen.
Amp CLI: Multi-Agent Orchestration for Solo and Team Developers
Amp's Neo CLI rebuild brings sub-agent orchestration and persistent project memory to agentic developer workflows — how it compares to Claude Code and Cursor.
AI Agents in Production: The Numbers Behind the Failure Gap
Datadog's 2026 data puts 5% of AI model requests failing in production. T-Mobile's 50%-AI-calls deployment shows why the enterprise agentic gap is structural.
Azure Fleet Manager: How Microsoft Governs Thousands of K8s Clusters
Azure Kubernetes Fleet Manager governs thousands of K8s clusters via hub-spoke declarative policies — where GitOps' single-cluster model breaks down.
GitHub MCP: The Immune System AI Coding Agents Were Missing
GitHub's MCP Server now scans for secrets and vulnerable dependencies before commits — closing the security gaps that AI-assisted coding creates at scale.
Pinecone Nexus: Why the RAG Pioneer Is Betting on Knowledge Compilation
Pinecone's Nexus moves AI agent knowledge compilation upstream — claiming 30x speed and 90% token reduction. The RAG pioneer just rewrote the pipeline.
Temporal Serverless: Durable Execution Without Infrastructure
Temporal Serverless Workers scale to zero on Lambda — ending the long-lived polling model. What this means for agentic workflow teams.
Yugabyte Meko: Fixing the State Layer That's Breaking AI Agents
37% of multi-agent AI failures are state failures, not reasoning failures. Yugabyte Meko is agent-native infrastructure that replaces 5+ fragmented systems.
AWS MCP Server: IAM-Native Access to 15,000+ AWS APIs
AWS's official MCP server covers 15,000+ APIs through one tool with IAM-native auth. Free, agent-agnostic, and available for Claude Code, Cursor, and Kiro.
CNCF Fluid: Cutting LLM Cold Start on Kubernetes from 42 Minutes to 30 Seconds
CNCF Fluid reduces LLM cold start on Kubernetes from 42 minutes to 30 seconds via prefetching and elastic cache, with no code changes required.
Amazon WorkSpaces for AI Agents: Solving the Legacy Desktop Bottleneck
AWS's preview lets AI agents operate legacy desktop apps via WorkSpaces with IAM auth and computer vision — no API modernization needed. What it means for platform teams.
Kubernetes v1.36 Declarative Validation: Retiring 18,000 Lines of Code
Kubernetes API validation graduated to GA — a code generator now replaces 18K lines of handwritten Go. What platform teams gain from the shift to marker-based validation.
Incredibuild's Islo: A Persistent Sandbox Built for AI Agents, Not Human Developers
Existing cloud dev environments were designed for humans. Incredibuild's Islo gives each AI agent its own persistent, isolated environment with a policy layer — a different architecture for a different principal.
Anthropic Claude Security: Why Reasoning-Based Code Scanning Changes the Game
Claude Security opens to Enterprise beta. It reasons across code to find vulnerabilities SAST tools miss—and writes the patch in Claude Code.
Amazon Q Developer Is Being Retired: What Kiro Means for AWS Developers
AWS will block new Amazon Q Developer signups May 15 and end IDE plugin support April 2027. The replacement is Kiro — an agentic IDE built for spec-driven development.
AWS Strands Agents: How Tool Design Cut Tokens 96%
An AWS developer advocate reduced agent token usage from 52,000 to 2,000 by redesigning tools around task intent rather than API endpoints. The three-step approach behind the 96% reduction.
AWS What's Next 2026: Amazon Quick, Connect, and the OpenAI Bet
Amazon Quick brings AI to the desktop with 5 major integrations. What AWS's biggest 2026 announcements mean for cloud platform and enterprise AI teams.
Deloitte Cut Kubernetes Test Environment Provisioning From 45 Minutes to Under 5
Deloitte replaced dedicated EKS clusters per test environment with vCluster virtual clusters on a shared host — cutting provisioning from 45 minutes to under 5, and saving 500 QA hours annually.
Terraform Is Green. Your Cloud Is Broken. Here's Why.
Terraform state files are snapshots, not live records. When cloud infrastructure drifts from what Terraform believes exists, the plan looks clean until the outage happens.
AWS Transform Custom: Enterprise Code Modernization at 10-20× Less Effort
AWS Transform custom's Learn-Scale-Improve flywheel compresses code modernization from 12 weeks to 2.5. Here's how the agentic pipeline actually works.
Paper Compute: The Infrastructure Layer AI Agents Are Missing
Paper Compute's Tapes and StereOS address the two problems making agents unreliable: zero-instrumentation observability and sandboxed execution boundaries.
Jaeger v2: Why OpenTelemetry Is the AI Agent Observability Layer
Jaeger v2 integrates OpenTelemetry at its core, adding native AI agent trace paths via MCP and AG-UI protocols. Here's what changes for cloud platform teams.