CLI stories
Data teams could see manual cataloguing cut sharply as the tool carries governance labels and trust signals downstream across Dataplex and BigQuery.
Developers can now let Copilot switch models mid-task as GitHub trials a system that cut benchmark costs by up to 67 per cent.
Data engineers may cut weeks of workflow setup as the open-source kit lets Airflow pipelines be built and monitored from an IDE.
Enterprises can now give developers the coding agent via Google Cloud controls, with pooled budgets, audit logs and IDE support included.
Customers can now run their own AI agents against Elisity's platform to continuously verify Zero Trust policies and spot drift faster.
Database teams could cut setup and fault-finding time as Google folds natural-language guidance into Cloud SQL, Spanner and AlloyDB tools.
Developers may get patched code faster as Google's preview agent scans repositories, tests exploits and drafts fixes for review.
Customers can now build and run AI-powered business apps inside Fusion, cutting the governance and integration work needed to move pilots into production.
Developers are using the queue to smooth AI traffic and protect services from spikes, as AWS adds higher throughput, security and recovery tools.
Developers can now avoid manual test setup as Kong's new link keeps API definitions, environments and credentials aligned across Insomnia and Konnect.
Research teams can now run HPC and AI workloads without rebuilding storage and cloud stacks, as CIQ adds support for major file systems.
The feature aims to prevent credential drift, a common multi-cloud risk that can leave AWS, Azure and Google Cloud secrets out of sync.
Research centres can now keep existing Lustre and GPFS data in place as Fuzzball 4.0 adds Azure support, caching and a registry.
Hybrid-work firms can now simplify meeting rooms with a single USB-C link that cuts cable clutter and supports up to 100 metres of extension.
Software teams using AI coding agents face faster pull request volumes, as Harness pairs a new repository with risk-based review tools.
Access controls are tightening as Airbyte lets AI agents update HubSpot records and limits each team to its own workspace.
AI agents can now draft payments and wallet actions while final approval stays on a Ledger device, limiting theft if software is compromised.
The update aims to curb runaway AI agent bills by enforcing budgets and approved models automatically across distributed deployments.
Businesses can now let AI agents update Salesforce records and run tasks through Airbyte's new OpenAI Marketplace listing.
The update should ease compliance concerns for regulated firms by keeping incident data inside customer environments, including air-gapped sites.
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