From agentic CI/CD to open observability standards, explore the pivotal developments defining modern DevOps practices in 2026, including Grafana 13, supply chain security mandates, and the rise of AI-augmented platform engineering.
The DevOps landscape in 2026 is transforming through agentic AI, platform engineering maturity, GitOps standardization, OpenTelemetry adoption, and supply chain security requirements. From AWS DevOps Agent to self-architecting systems, discover how these converging trends are reshaping software delivery.
The AI infrastructure landscape of 2026: vLLM dominates inference, AMD and TPUs challenge NVIDIA, vector databases mature for RAG, and AI observability becomes essential for production ML systems.
Financial services organizations are achieving 95% pipeline compliance and unified observability across hybrid platforms using CNCF graduated projects like OpenTelemetry, Prometheus, and Envoy. Discover how cloud native observability is transforming the industry.
We’re experiencing an “everything changed” moment for IT operations and site reliability engineering. Driven by AI-assisted development, cloud adoption, and Kubernetes auto-scaling, infrastructure deployments are scaling…
Learn how to connect private PostgreSQL databases to Grafana Cloud using Private Data Source Connect (PDC) and leverage the AI assistant to translate complex queries into visualizations without exposing data to the public internet.
The declarative configuration specification for OpenTelemetry hits stable 1.0, bringing consistent YAML-based SDK configuration across five languages with more implementations underway.
Continuous production profiling becomes a first-class OpenTelemetry signal as Profiles enters public Alpha, featuring an eBPF-based profiler and unified OTLP format compatible with pprof.
The latest LiteLLM releases bring cosign image verification, improved audit logging exports to S3, SSO security fixes, and a streamlined UI migration to Ant Design.
OpenTelemetry has added experimental support for profiles, extending its observability capabilities into continuous profiling. Learn about the new OTel Profiles approach and what it means for understanding code-level performance.
OpenTelemetry is deprecating the Span Events API to eliminate confusion and unify event handling through log-based events correlated with spans.
Key portions of the OpenTelemetry declarative configuration specification have been marked stable, including the JSON schema, YAML representation, and SDK operations for parsing and instantiation.
The KubeCon + CloudNativeCon India 2026 schedule is less interesting as an event announcement than as a demand signal. AI + ML, observability, operations, platform engineering, and security are showing up together because teams no longer get to treat them as separate tracks in production.
OpenClaw’s 2026.3.8 release leans hard into operational maturity: first-class backup + verification for local state, optional ACP provenance receipts for traceability, and a raft of reliability fixes across cron delivery, browser relay, and cross-channel routing.
OpenTelemetry’s declarative configuration model just reached a stable milestone. That’s not a cosmetic win — it’s a shift toward consistent, policy-friendly telemetry configuration across languages, SDKs, and (increasingly) the Collector. Here’s what’s stabilized, what’s not, and how platform teams should plan adoption.
Datadog says the next generation of Bits AI SRE is roughly 2× faster, can reason across more telemetry sources, and exposes an “Agent Trace” view to show its tool calls and intermediate steps. This is the right direction — but it also turns agent transparency into an operational requirement, not a nice-to-have.
Collector-contrib v0.146.0 brings OTTL context inference to the Filter Processor, reducing config footguns and making filtering rules more readable. Here’s what changes for platform teams running OTel at scale.
The OpenTelemetry project says key parts of its declarative configuration spec are now stable, including the data model schema and YAML representation. That’s a quiet milestone with big implications: versionable config, safer rollout patterns, and vendor-neutral ‘observability as code.’
Collector-contrib v0.146.0 adds context inference to the Filter Processor, letting teams write readable, intent-first OTTL conditions instead of juggling internal contexts. Here’s what changes, how evaluation works, and how to adopt it safely.
OpenTelemetry’s eBPF Instrumentation project shipped its first alpha release. Here’s what you gain (and what you still don’t) when you shift observability left—down into the kernel.
