Developers on H-1B face a tighter job market as AI shifts hiring priorities

For years, software developers on H-1B visas benefited from steady demand among US technology employers. That market is becoming more selective as companies redirect spending toward AI and rely more heavily on coding assistants. Recent layoffs at companies including Meta and Amazon have added to the uncertainty, with engineering and software roles affected even as…

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Snowflake to acquire MCP-focused Natoma to boost governance for AI agents

Snowflake said it plans to acquire US-based startup Natoma to boost governance, security, and connectivity for AI agents operating across heterogeneous enterprise environments, amid growing efforts by organizations to move agentic AI workflows from pilots into production. The cloud data platform provider is betting that enterprises will increasingly require centralized governance, identity controls, and auditability…

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An open-source toolkit for controlling out-of-control AI agents

The rapid uptake of agentic AI has exposed a range of issues with our non-deterministic helpers. That’s mainly because AI agents are not people and don’t behave like people, even though they generally use the same APIs as humans. For one thing, they make many more queries than a human would, as they build the…

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Stop checking AI-generated code. Start generating less of it

According to Sonar’s State of Code Developer Survey report for 2026, based on a survey of over 1,100 developers, 42% of committed code is now AI-assisted, and roughly 29% of it gets merged without manual review. Not “light review.” No review at all. The industry’s response has been predictable: more guardrails. Static analysis. Token linting….

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Converging File and Object Storage for AI-Scale Data Architectures

The same dataset should not need to exist twice just to be useful. Yet in most environments, it does. One version lives in a file system, shaped for enterprise users and applications that expect paths, directories, and mutable state. Another version is exported into object storage so distributed engines and AI pipelines can process it…

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FastAPI-based AI tools exposed to authentication bypass by flaw in Starlette framework

A single malformed character in a web request can let an unauthenticated attacker slip past the access controls that guard applications built on Starlette, the open-source Python framework that powers FastAPI, researchers said. The flaw, tracked as CVE-2026-48710 could allow attackers to bypass host-validation protections using malformed Host headers, according to an advisory from cybersecurity…

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