If you’re exploring autonomous agents or cross-model systems, ADK + MCP + A2A puts you on a smooth path from idea to production-ready assistant.

Use the ADK CLI or web UI to trace each agent’s thought process, visualize interactions, and debug logic, all in Python.

Combine sub‑agents into workflows using ADK’s Agent-to-Agent (A2A) protocol, so agents can call each other, pass data, and get work done together.

Hook up MCP Toolbox for databases, or start with an off-the-shelf MCP server before launching your own backend.

Add power with an OpenAPI tool (e.g., a weather or booking API) or a LangChain tool – like integrating YouTube search.

Start with an inline Python function as a tool:

def get_weather(city): ...

Wrap it in an ADK agent, and now you have your first working assistant.

ADK is an open-source Python framework for creating, testing, and deploying AI agents.

It works with any LLM (Gemini, OpenAI, Anthropic), supports MCP, and even multi-agent orchestration.

But the big question: should we?

Communicating with animals could create unforeseen challenges.

Ethics and ecology are inextricably linked here.

The ocean's secrets are vast.

AI might be our key to unlocking them—and remindin us that life on Earth speaks in more ways than we ever imagined. 🐬

AI is analyzing thousands of hours of these sounds to crack the code.

What if we could talk to whales?

From understanding their lives to collaborating with other species, this could transform how we view intelligence on Earth.g us that life on Earth speaks in more ways than we ever imagined. 🐬💙

Scientists are using AI to make this sci-fi dream a reality.

Let's dive into the revolutionary Project CETI and how it could reshape our connection with nature. 🌊

Sperm whales don't "speak" like us, but their clicks—called "codas"—might carry complex meanings.

Hume AI isn’t just smart. It’s emotionally intelligent.

Not sentient, but it listens like it cares.

Try the demo. Hear the difference.

Want to build your own emotional AI voice?
At demo.hume.ai, you can:

Create custom voices

Clone emotional tone

Test empathy-driven interactions live

Octave, Hume’s next-gen TTS, goes further:
You can ask it to sound like a “nervous teacher” or “relaxed friend.”
It blends tone + content for a strikingly human delivery.

EVI adapts like a human:

Waits for the right moment to speak

Responds warmly or sympathetically

Modulates voice based on context

Handles interruptions fluidly

Meet EVI: the Empathic Voice Interface.
It’s powered by Hume’s “empathic large language model” (eLLM), trained to hear subtle cues and respond with emotional accuracy in real-time.

Most AI voice tools speak, but they don’t understand.
Hume AI changes that.
It listens to tone, rhythm, and emotion—and speaks back with feeling.

If you haven’t tried Pine AI yet:
👉 19pine.ai

The future of personal assistance isn’t chat.

It’s action.