Medium

Sascha Heyer

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Google Cloud - Community

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Sascha Heyer

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14h ago

Give Your AI Agent a Security Policy in Plain English with Semantic Governance

How to govern an ADK agent’s tool calls with a single sentence on Google’s Gemini Enterprise Agent Platform.

Give Your AI Agent a Security Policy in Plain English with Semantic Governance

In

Google Cloud - Community

by

Sascha Heyer

·

1d ago

Semantic Search That Runs Entirely in the Browser with Ternlight

How to add on-device semantic search to any JavaScript app with a 7 MB WebAssembly model, no server and no API key.

Semantic Search That Runs Entirely in the Browser with Ternlight

In

Google Cloud - Community

by

Sascha Heyer

·

3d ago

Running AlphaEvolve on Your Own Code

How to use Googles evolutionary coding agent to evolve a function that beats your own baseline, on Google Cloud.

Running AlphaEvolve on Your Own Code

In

Google Cloud - Community

by

Sascha Heyer

·

6d ago

Gemini Managed Agents Can Now Run in the Background

How to fire a managed agent, disconnect, and reconnect later to collect the result, using the Interactions API.

Gemini Managed Agents Can Now Run in the Background

In

Google Cloud - Community

by

Sascha Heyer

·

6d ago

Google TabFM, Zero-Shot Tabular Predictions, Tested Honestly

Running Google’s new tabular foundation model on real data, benchmarking it against XGBoost and TabICL, and documenting the install trap…

Google TabFM, Zero-Shot Tabular Predictions, Tested Honestly

Sascha Heyer

·

Jul 5

A Cute AI Coding Pet Can Silently Run Any Code on Your Machine,

The Vulnerability Hiding in Your AI Agents

A Cute AI Coding Pet Can Silently Run Any Code on Your Machine,

In

Google Cloud - Community

by

Sascha Heyer

·

Nov 29, 2025

Implementing Anthropic-style Dynamic Tool Search Tool

How to reduce tool token consumption by 94% using Google’s Agent Development Kit (ADK) combined with tool search.

Implementing Anthropic-style Dynamic Tool Search Tool

In

Google Cloud - Community

by

Sascha Heyer

·

Oct 26, 2025

Build a Custom Connector for Gemini Enterprise

How to integrate any system into Gemini Enterprise using a Custom Connector.

Build a Custom Connector for Gemini Enterprise

In

Google Cloud - Community

by

Sascha Heyer

·

May 19, 2025

Combining Googles Live API with a User Interface

From Local Python script to Full Application: Integrating Frontend, Backend, and WebSockets

Combining Googles Live API with a User Interface

In

Google Cloud - Community

by

Sascha Heyer

·

May 15, 2025

Google ADK + Vertex AI Live API

Going Beyond the ADK CLI by Building Streaming Experiences with the Agent Development Kit and the Vertex AI Live API

Google ADK + Vertex AI Live API

Sascha Heyer

Sascha Heyer

Hi, I am Sascha, Senior Machine Learning Engineer at @DoiT. Support me by becoming a Medium member 🙏 bit.ly/sascha-support

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