Observability stories
Indian firms are moving to tighten software controls as AI agents and code generation raise new security and auditability risks.
The shift to autonomous IT is stalling because teams will only let AI act when its decisions are transparent, explainable and controlled.
Developers get new ways to boost Claude agents’ accuracy and scale, as Anthropic rolls out memory, grading and parallel task handling.
Businesses struggling with fragmented records can now give AI agents a shared data layer, as Airbyte adds search and write tools for workflows.
Security teams can now watch Windows Server workloads in real time across AWS, Google Cloud and Azure, reducing blind spots in mixed estates.
Customers can now manage mixed-vendor networks and security from one platform as Extreme adds third-party device support and AI agents.
Enterprise customers using PolyAI’s Agent Studio should see easier onboarding and tighter governance as Kong Konnect underpins its API scale-up.
The tie-up aims to cut investigation times and patching errors by feeding live endpoint data into ServiceNow workflows and AI agents.
The update targets firms weighing private cloud for production AI, with Broadcom citing cost, security and governance pressures in its research.
It aims to cut outage investigation time for engineers by combining live telemetry with incident history, changes and service context.
The tie-up could cut downtime for enterprises by letting AI detect incidents, generate playbooks and trigger fixes across hybrid estates.
Task completion for AI agents could rise sharply as Pinecone’s Nexus aims to cut latency, token use and human review in enterprise workflows.
Developers can now build and operate product integrations inside Claude Code as Prismatic targets a tricky workflow that general coding tools miss.
Governance concerns are pushing regulated firms to demand audit trails and human oversight as AI agents move into live operations.
Operational gaps are emerging as most large companies push AI agents into production before staff believe they are ready.
The funding will help OpenObserve expand as more firms seek unified monitoring for AI-heavy systems and growing telemetry volumes.
Rising AI use is widening attack surfaces, while most organisations still need nearly a month to recover from cyber incidents.
The new tool gives Copilot access to enterprise file stores without opening up records beyond existing permissions, cutting governance risk for users.
Customer experience fails when networks falter, with outages, latency and weak security now directly affecting trust and churn.
Log bills are rising fast as cloud-native systems swamp legacy tools and drag incident resolution, and Australian firms are paying over USD $1 million a year.