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Agentic Lab

Memory & Runtime

Everything I've built and published on agent memory, memory bank, and agent runtime — one place, across every platform: GitHub, Google Codelabs, Google Cloud Tech, and Medium. 23 pieces.

Repos & demos (9)

  • Memory Agent

    GitHub

    An ADK agent with persistent memory that recalls context across sessions.

    • ADK
    • Gemini
    • Sessions & State
    Code → ★ 8

  • Aria

    Case study

    A voice assistant that browses the web — the production PoC behind the Reflective Memory series.

    • Memory Bank
    • Firestore
    • Reflective memory
    • Memory Bank
    • Runtime
    Case study →

  • Reflective Memory — demo

    GitHub

    Vertex AI Memory Bank + a nightly Firestore "dream" that consolidates memories.

    • Memory Bank
    • Firestore
    • Vertex AI
    • Reflective memory
    • Memory Bank
    Code →

  • Cymbal Pets Shop

    GitHub

    Semantic storefront with BigQuery VECTOR_SEARCH and live sync (Data Agent Kit, Ep. 5).

    • BigQuery
    • RAG
    Code →

  • FashionMind

    GitHub

    A multimodal fashion agent that sees and remembers.

    • Gemini
    • Memory
    • Multimodal
    Code →

  • Memory Agent — starter

    GitHub

    The scaffold to start from — used as the O'Reilly Day-2 lab.

    • ADK
    • Sessions & State
    Code →

  • Race Condition (Next '26 keynote)

    GitHub

    The open-source multi-agent simulation from the Google Cloud Next '26 developer keynote.

    • ADK
    • Runtime
    Code →

  • Reflective Memory — agent skill / kit

    GitHub

    An installable agent skill — reflective memory on Memory Bank + a Firestore "dream".

    • Memory Bank
    • Firestore
    • Reflective memory
    • Memory Bank
    Code →

  • Survivor Network RAG

    GitHub

    Graph-RAG answers grounded in a network of survivor stories — ADK + Memory Bank.

    • ADK
    • Memory Bank
    • RAG
    • Memory Bank
    Code →

Codelabs (3)

  • Build a Multimodal AI Agent with Graph RAG, ADK & Memory Bank

    Google Codelabs

    Long-term memory with Vertex AI Memory Bank in a multi-agent Graph-RAG app — my Level 2 of the Way Back Home series.

    • ADK
    • Memory Bank
    • RAG
    • Memory Bank
    Open codelab →

  • Building Stateful & Personalized Agents with ADK

    Google Codelabs

    The full memory ladder — 6 levels from session state to a multimodal Memory Bank.

    • ADK
    • Memory Bank
    • Sessions & State
    • Memory Bank
    Open codelab →

  • Building Personalized Agents with ADK, MCP & Memory Bank

    Google Codelabs

    Personalize an agent with Memory Bank, wired to tools and data over MCP.

    • ADK
    • Memory Bank
    • Memory Bank
    Open codelab →

Videos (6)

  • AI Agent Crash Course (11-part series)

    Google Cloud Tech

    An 11-video crash course on the official Google Cloud Tech channel — including 3 on memory.

    • ADK
    • Memory Bank
    • Memory Bank
    • Sessions & State
    Watch →

  • AI agent long-term memory with Memory Bank

    Google Cloud Tech

    Crash Course Ep 7 — long-term memory with Vertex AI Memory Bank.

    • Memory Bank
    • ADK
    • Memory Bank
    Watch →

  • Remember me, memory in agents — The Agent Factory Podcast

    Google Cloud Tech

    The Agent Factory podcast — a deep dive on memory in agents.

    • Memory Bank
    • ADK
    • Memory Bank
    • Sessions & State
    Watch →

  • FashionMind — demo

    Own channel

    A walkthrough of FashionMind: a multimodal agent that sees and remembers.

    • Gemini
    • Memory
    • Multimodal
    Watch →

  • How to add persistent memory to your AI agent

    Google Cloud Tech

    Crash Course Ep 5 — adding persistent, long-term memory.

    • ADK
    • Memory
    Watch →

  • How to add short-term memory (Sessions & State)

    Google Cloud Tech

    Crash Course Ep 3 — short-term memory via Sessions & State.

    • ADK
    • Sessions & State
    Watch →

Blog posts (5)

  • What is reflective memory (and why your AI agent needs it)

    Medium · Google Cloud

    Part 1 — what reflective memory is and why agents need it.

    • Memory Bank
    • Reflective memory
    Read →

  • AI Agent vs AI Harness: where memory actually lives

    Medium · Google Cloud

    Part 3 — agent vs harness, and where memory really lives.

    • Memory Bank
    • Reflective memory
    Read →

  • Anthropic just gave agents 'dreams' — build your own on Google Cloud

    Medium · Google Cloud

    Part 4 — the architecture: the nightly "dream" that consolidates memory.

    • Memory Bank
    • Firestore
    • Reflective memory
    Read →

  • Build your own reflective-memory agent in Google Antigravity

    Medium

    Part 5 — the hands-on build in Google Antigravity.

    • Antigravity
    • Memory Bank
    • Reflective memory
    Read →

  • How to build an AI agent that learns

    Medium · Google Cloud

    Part 2 — the Google building blocks: Memory Bank + a Firestore "dream".

    • Memory Bank
    • Firestore
    • Reflective memory
    • Memory Bank
    Read →

Also live: the O'Reilly Multimodal Bootcamp (Day 2 — Memory Bank), the Way Back Home livestream, and the Next '26 developer keynote.