Agentic AI Builder's Digest

The Agentic AI Digest (23 January 2026) | Multimodal ingestion for Gemini

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Jan 23 • Andrew Murdoch

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Model Context Protocol (MCP) on Google Cloud Run using the GoLang SDK

Introduction

Jan 15 • Nicholas Breckwoldt

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December 2025

The Agentic AI Digest (19 Dec) | Multi-Agent Security Patterns, Gemini 3 Flash & Live API Updates

This week: We look at essential security patterns for multi-agent architectures on Cloud Run, and highlight the new Gemini 3 Flash model, the Live API…

Dec 19, 2025 • Nicholas Breckwoldt and James Spanjaard

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Building multi-agent systems on Google Cloud using GoLang ADK, A2A and Cloud Run

Introduction

Dec 18, 2025 • Nicholas Breckwoldt

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The Agentic AI Digest (12 Dec) | Python vs. Go ADK Benchmarks, Google Adopts MCP & Agent Engineering

This week: We look at the results of our Python vs. Go ADK startup latency experiment, and highlight Google’s official support for MCP and the rise of…

Dec 12, 2025 • Nicholas Breckwoldt and James Spanjaard

Not all agents are deployed equal

The Python vs GoLang performance gap for scale-to-zero serverless AI

Dec 11, 2025 • Nicholas Breckwoldt

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The Agentic AI Digest (4 Dec) | Production-Grade Error Handling, Vertex Vector Search 2.0 & Agent UI Stacks

This week: We look at building a robust API wrapper for Gemini with exponential backoff and retry logic, and highlight the new Vertex AI Vector Search…

Dec 5, 2025 • Andrew Murdoch

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November 2025

The Agentic AI Digest (28 November 2025)

This week: The excitement around the Gemini 3 ecosystem continues and Claude Opus 4.5 becomes available on Vertex AI. We also offer a brief hands-on…

Nov 28, 2025

The Agentic AI Digest (20 Nov) | Parallel Processing Patterns, Gemini 3 & Nano Banana Pro

This week: We look at parallel processing patterns for bulk PDF summarisation, deep dive into "partial success" error handling strategies in Go, and…

Nov 21, 2025 • Andrew Murdoch

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The Agentic AI Digest (14 Nov) | ADK Quickstart, Gemini's File Search (RAG) & Agent Builder Updates

This week: We explore the new Agent Development Kit (ADK) for Go, and highlight Gemini's new File Search tool and major updates to Vertex AI Agent…

Nov 14, 2025 • Nicholas Breckwoldt and James Spanjaard

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The Agentic AI Digest (7 Nov) | Mastering Structured Output & Building Multi-Agent Systems with ADK

This week: We dive deep into using Structured Output to reliably parse data, and highlight Google's new guide for multi-agent systems and recent Gemini…

Nov 7, 2025 • Andrew Murdoch and Nicholas Breckwoldt

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October 2025

The Agentic AI Digest (30 Oct) | Google Search Grounding, Code Sandbox & Agent Memory Bank

This week: We look at building a fact-checker with Google Search grounding, and highlight the new Code Sandbox and Memory Bank capabilities in the…

Oct 31, 2025 • Andrew Murdoch and Nicholas Breckwoldt

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