
Datadog Bits Assistant: Natural Language Across the Entire Observability Stack
Datadog's Bits Assistant brings conversational AI to dashboards, logs, traces, and incident response — making complex telemetry queries accessible without query syntax expertise.

Datadog Experiments: Measuring the Business Cost of Every Product Change
Datadog Experiments connects A/B tests to APM, warehouse metrics, and Session Replay — measuring business impact without a separate analytics platform.

LiteLLM Compromised: How the AI Gateway Became the Attack Surface
On March 24, attackers compromised LiteLLM via a single unpinned CI dependency, deploying credential harvesters and Kubernetes backdoors across affected environments.

Betterleaks: The Gitleaks Successor Built for Agentic Secrets Scanning
Gitleaks creator Zach Rice rebuilt the tool from scratch with 98.6% recall, CEL-based validation, and CLI design built for AI coding agents operating code pipelines.

HashiCorp HCP Multi-Owner Governance: Scaling Terraform Without the Platform Bottleneck
HashiCorp's HCP governance update separates workspace ownership from policy enforcement — letting platform teams set global controls without owning every workspace.

Datadog Bits AI Dev Agent: Automated Vulnerability Remediation at Scale
Datadog's Bits AI Dev Agent opens GitHub PRs to fix SAST findings automatically — closing the security backlog that manual triage alone can't clear.

JFrog Curation: How Compliant Version Selection Stops Policies From Breaking Builds
JFrog's Compliant Version Selection routes blocked packages to the highest policy-compliant version — keeping builds green without relaxing security controls.