Engineering Insights

Google Workspace’s continuous approach to mitigating indirect prompt injections

Posted by Adam Gavish, Google GenAI Security Team Indirect prompt injection (IPI) is an evolving threat vector targeting users of complex AI applications with multiple data sources, such as Workspace with Gemini. This technique enables the attacker to influence the behavior of an LLM by injecting malicious instructions into the data or tools used by the LLM as it completes the user’s query. This may even be possible without any input directly from the user. IPI is not the kind of technical pr

Achieving Single-Digit Microsecond Latency Inference for Capital Markets

In algorithmic trading, reducing response times to market events is crucial. To keep pace with high-speed electronic markets, latency-sensitive firms often use... In algorithmic trading, reducing response times to market events is crucial. To keep pace with high-speed electronic markets, latency-sensitive firms often use specialized hardware like FPGAs and ASICs. Yet, as markets grow more efficient, traders increasingly depend on advanced models such as deep neural networks to enhance profitabil

Cloudflare One Client - Cloudflare One Client for Linux (version 2026.3.846.0)

A new GA release for the Linux Cloudflare One Client is now available on the stable releases downloads page. This release contains minor fixes and improvements. The next stable release for Linux will introduce the new Cloudflare One Client UI, providing a cleaner and more intuitive design as well as easier access to common actions and information. Changes and improvements Empty MDM files are now rejected instead of being incorrectly accepted as a single MDM config. Fixed an issue in local proxy

Build an MCP server with Nuxt

Developers building AI features with can now create Model Context Protocol (MCP) servers directly within their applications using the .NuxtNuxt MCP Toolkit Install the module The module lets you define tools with Zod validation, expose data as resources, and create reusable prompts. It also includes an integrated MCP Inspector for debugging, middleware support, dynamic definitions, session persistence across tool calls, and a that lets models orchestrate multiple tool calls in a single executi

Harness engineering for coding agent users

Last month Birgitta Böckeler wrote some initial thoughts about the recently developed notion of Harness Engineering. She's been researching and thinking more about this in the weeks since and has now written a thoughtful mental model for understanding harness engineering that we think will help people to drive coding agents more effectively. more…

What the AI trust gap means for enterprise SaaS

Adoption and trust are moving in diametrically opposed directions, and that gap has real implications for organizations deciding how to spend money on software.

The Agentic Era Demands a New Class of Infrastructure: DigitalOcean Acquires Katanemo Labs

At DigitalOcean, we have been vocal about our strategic shift: we are building the world’s premier Agentic Inference Cloud. Our mission is to provide the foundation where AI-native enterprises build and run production inference at scale. Today, I am thrilled to announce a significant step in that journey: we have acquired Katanemo Labs, Inc., a leader in agentic AI infrastructure. By integrating Katanemo Labs, we are extending our platform further into the critical operational layer of agentic s

Security Bug Bounty Program Paused Due to Loss of Funding