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View this X/Twitter post from @alex_prompter published on 2025年8月23日 下午03:02. This post contains 4 images.
This is wild. Google just dropped 5 new AI agents that automate data pipelines, migrations, notebooks, dashboards, and even GitHub reviews. If you’re a developer, this isn’t just another product release it’s the start of autonomous dev tooling. Here’s the breakdown 👇
1. BigQuery Data Agent Data engineers spend too much time on plumbing writing ETL scripts, fixing schema issues, checking data quality. This agent cuts all of that down to prompts. Describe what you want → it builds the pipelines, maintains data quality, and generates SQL automatically. No boilerplate. Just insights.
2. Notebook Agent (NotebookLM for Enterprise). Imagine a Jupyter notebook that: - Runs your exploratory analysis, - Engineers features, - Builds models, Summarizes the results into reports (or even audio). That’s what this does. It’s basically an AI-powered research assistant that lives inside your notebooks.
3. Looker Code Assistant. Most BI tools are powerful… if you can write SQL or learn their quirks. This agent removes that barrier. Ask a question in plain English → get the chart, the SQL, or even the Python code. It also explains the logic and suggests what to ask next. Business users get superpowers. Analysts save time.
4. The one that might save the most headaches: Database Migration Agent. Migrations are painful. Schemas break. Procedures don’t translate. Downtime is risky. This agent automates conversion, validates the results, and even keeps replication running so downtime is close to zero. Think of it as “autopilot mode” for DB admins.
5. GitHub Agent (Gemini CLI GitHub Actions). This one feels futuristic. You can literally tag it in an issue or PR (“write tests for this bug”) and it does it. It triages issues, reviews PRs, and can run custom workflows all as an open-source agent running inside GitHub Actions. An actual AI teammate.
Taken together, these 5 agents point to a shift: AI isn’t just helping us code faster anymore. It’s starting to run the infrastructure around the code pipelines, migrations, repos, dashboards. That’s where the real leverage is.
Google’s 5 new AI agents: 1. BigQuery Data Agent 2. Notebook Agent 3. Looker Code Assistant 4. Database Migration Agent 5. GitHub Agent The floor for dev work is dropping. The ceiling? Higher than ever. Exciting (and maybe a little scary) times.
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