Medium

Sascha Heyer

In

Google Cloud - Community

by

Sascha Heyer

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Oct 27

12 Cents a Code Review

How We Run Gemini as Our AI Code Reviewer

12 Cents a Code Review

In

Google Cloud - Community

by

Sascha Heyer

·

Jul 19

Agent Memory Head to Head

Always-On Sample vs Vertex AI Memory Bank

Agent Memory Head to Head

In

Google Cloud - Community

by

Sascha Heyer

·

Jul 15

Let Your Agent Run Its Own Code Inside a Cloud Run Sandbox

How to run model-generated or untrusted Python inside a sealed sandbox that lives right in the Cloud Run instance you already deploy, with…

Let Your Agent Run Its Own Code Inside a Cloud Run Sandbox

In

Google Cloud - Community

by

Sascha Heyer

·

Jul 14

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

·

Jul 13

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

·

Jul 11

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

·

Jul 8

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

·

Jul 8

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

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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