Observability stories
Rising AI data volumes are forcing observability vendors to rethink pricing and storage as Tsuga wins fresh backing to keep telemetry in-house.
Teams can now spot unapproved infrastructure changes in minutes, helping reduce outage and audit risk as firms face tighter resilience scrutiny.
Security teams are being offered new tools to track shadow AI and block prompt injection as enterprises rush to deploy agents and models.
By focusing on evidence and small reversible changes, loop engineering could curb costly AI coding mistakes before they reach production.
Enterprises can now route AI traffic with open-source governance and observability as Envoy AI Gateway reaches version 1.0.
Businesses running AI agents may now route incident response and observability data through New Relic's new tools, aimed at cutting operational toil.
Governance and cost controls are moving into the platform layer as new tools aim to cut manual requests and speed up deployments.
More than 1,300 organisations have adopted the platform in six weeks, as Tanium bets AI can cut endpoint security and IT workflows.
Howard Wilson's retirement will hand PagerDuty a finance chief with deeper banking and public-company experience as it pushes further into AI tools.
Shared storage teams will gain tighter oversight and automation as the new software arrives for V5000 systems in late 2026.
The launch aims to let firms spot user and employee problems faster, cutting manual analysis and speeding fixes for faults and bottlenecks.
Teams under pressure from AI-driven telemetry growth can now query logs in object storage without indexing, cutting storage and search costs.
Enterprises wrestling with AI workload failures and infrastructure bottlenecks may use the new tool to automate incident response and service assurance.
More than half of Vercel deployments are now triggered by coding agents, as monthly AI token traffic has jumped tenfold.
Singapore businesses can now deploy secure AI systems in private data centres, easing sovereignty concerns as demand rises across regulated sectors.
Rising AI workloads are pushing more firms towards managed monitoring as operational complexity and telemetry costs make self-hosted tools harder to justify.
The biggest gains from autonomous IT come from cleaner CMDBs and faster incident resolution, not new software, as firms join up existing tools.
The update should ease compliance concerns for regulated firms by keeping incident data inside customer environments, including air-gapped sites.
Fragmented enterprise data is slowing AI rollouts, and the new software aims to find, classify and govern it across mixed systems.
The new funding will help the Cambridge software company speed product development and expand in the US and Europe as AI bugs grow harder to trace.