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@lukeschlangen

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28.10.2024
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Latest posts by @lukeschlangen

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I've just published the next part of my "Vibe Coding to Production" blog series. If you're relying on environment variables for your API keys, it's time to upgrade. I've described the end-to-end process at blog.ankur.cc/vibe-to-prod...

09.03.2026 08:28 👍 1 🔁 1 💬 1 📌 0
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Fixing #AISlop with a #SKILL.md in #geminicli

Well, at least, removing as much sloppiness as possible from AI generated text! And making it more human-readable ☺️

Inspired by the awesome tropes.fyi

Explanations and skill:
glaforge.dev/posts/2026/0...

09.03.2026 08:20 👍 6 🔁 3 💬 1 📌 0
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KubeCon + CloudNativeCon Europe 2026: Kubernetes Contribution 101 View more about this event at KubeCon + CloudNativeCon Europe 2026

Open source should be accessible to everyone.
Join us at #KubeCon Europe 2026 for a breakdown of Kubernetes structure and communication for new contributors! 🤝

kccnceu2026.sched.com/event/2ITlD

What open source skill are you most excited to build this year?

05.03.2026 20:05 👍 5 🔁 1 💬 0 📌 0
goo.gle Google has worked with the open source communities to build OpenTitan, the first open source silicon Root of Trust (RoT).

OpenTitan®—the first open-source silicon Root of Trust—now shipping in Chromebooks. 🚀 It brings transparency to the hardware level and a more secure ecosystem for everyone.

goo.gle/opentitan-in...
What's essential to securing the hardware supply chain for you?
#OpenSource #OpenTitan #Security

04.03.2026 19:45 👍 3 🔁 1 💬 0 📌 0
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Need to automate deep research?

Use the Gemini Interactions API with the right async pattern. 🧵

04.03.2026 18:13 👍 2 🔁 1 💬 1 📌 0

Is "Vibe Coding" the future of work, or just technical debt at the speed of thought?

Lately, I’ve been exploring the bridge between AI-generated prototypes and resilient, production-ready systems.

Check out the post: blog.ankur.cc/vibe-coding-...

04.03.2026 08:08 👍 1 🔁 1 💬 0 📌 0
goo.gle Google is announcing the open source release of CEL-expr-python, a Python implementation of the Common Expression Language

Exciting news for Python devs! 🐍 We've open-sourced CEL-expr-python, bringing the Common Expression Language to Python. Simplify policy enforcement & data validation.
Read more: goo.gle/cel-expr-pyt...

What will you build? #Python #OpenSource

03.03.2026 19:45 👍 6 🔁 3 💬 1 📌 0

So nice to have the retry logic. It's rough when I've got a working flow and it doesn't complete because of a single 429 near the end.

02.03.2026 18:17 👍 1 🔁 0 💬 0 📌 0

3 tips to build resilience into your GenAI application:

⏳ Use exponential backoff for API calls, ideally directly in the SDK
🔌 Apply a circuit breaker during instability to prevent cascading failures
🖼️ Use "skeleton components" for loading to improve perceived performance

02.03.2026 17:36 👍 2 🔁 2 💬 1 📌 0
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Migrating to AGP 9.0 with an Agent Skill I wrote my first Agent Skill to migrate Android projects to AGP 9.0.0

Here's my naive attempt at writing an Agent Skill to accomplish the task I had at hand (migrate to AGP 9.0)

Feedback and suggestions on what I could have done better are more than welcome! :)

thatfire.dev/blog/my-firs...

24.02.2026 17:25 👍 4 🔁 1 💬 0 📌 0
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Easily Build a Local MCP Server in Java with a Skill inside Gemini CLI Recently, I’ve been exploring the Model Context Protocol (MCP) and how to easily create custom servers to extend the capabilities of AI assistants like Gemini CLI which I use daily. I wanted a way to ...

#Agent #skills help 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗲 𝗿𝗲𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝘁𝗮𝘀𝗸𝘀.
Recently I used #GeminiCLI to easily create #MCP servers in #Java with @jbang.dev & @langchain4j.dev.
I extracted that 𝗸𝗻𝗼𝘄𝗹𝗲𝗱𝗴𝗲 into a 𝗿𝗲𝘂𝘀𝗮𝗯𝗹𝗲 SKILL.md to create more servers!
glaforge.dev/posts/2026/0...

23.02.2026 11:13 👍 9 🔁 5 💬 0 📌 0
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AI coding agents often use outdated packages or call out of date models. This is due to model knowledge cutoffs. In this blog post, I cover how to use Agent Skills to ensure Google Antigravity uses the newest Gemini APIs and stops writing deprecated code.

blog.ankur.cc/upskilling-a...

17.02.2026 23:38 👍 1 🔁 1 💬 0 📌 0
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Better code, fewer tokens: Introducing Agent Skills for Firebase Use Agent Skills for Firebase to build and deploy a fullstack application with Firebase Auth and a Firestore database!

My first official Firebase blog!

Better code, fewer tokens: Introducing Agent Skills for Firebase

firebase.blog/posts/2026/0...

17.02.2026 20:31 👍 0 🔁 0 💬 0 📌 0
goo.gle The Kubernetes community recently announced that Ingress NGINX is officially entering retirement. Maintenance will cease in March 2026. Here is what you need to know about why this is happening, what comes next, and why this "forced" migration is actually a great opportunity for your infrastructure.

For many, Ingress NGINX was our first step into K8s networking. With its retirement set for March, we’re sharing why Gateway API is the future of extensible, role-oriented traffic management. 📈

goo.gle/transition-f...

What was your first "Hello World" in Kubernetes?

12.02.2026 19:45 👍 5 🔁 3 💬 0 📌 1
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I put my #AI research agent to the test, revisiting an old topic I covered: 𝗰𝗿𝗮𝗳𝘁𝗶𝗻𝗴 𝗿𝗼𝗰𝗸-𝘀𝗼𝗹𝗶𝗱 𝘄𝗲𝗯𝗵𝗼𝗼𝗸𝘀

Honest question: Is it worth sharing & publishing, or I should just keep'em for myself & avoid increasing the 𝘈𝘐 𝘴𝘭𝘰𝘱 entropy?
Thoughts?

04.02.2026 16:32 👍 2 🔁 1 💬 2 📌 0
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Choosing Antigravity or Gemini CLI | Google Cloud Blog Choosing an AI-integrated development environment? Compare Google's Antigravity IDE (for agent management and visual development) and Gemini CLI (for terminal-based and headless execution) to find the...

Should I use Antigravity or Gemini CLI for this project?

I wrote down an answer to a question I've been getting a lot lately.

cloud.google.com/blog/topics/...

04.02.2026 15:44 👍 1 🔁 0 💬 1 📌 0
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A Javelit Frontend for the Deep Research Agent A month ago, I wrote about building a research assistant in Java, using the Gemini Interactions API, and the Deep Research agent. Today I wanted to revisit this project, but with the goal to make it m...

I built a frontend with #javelit in #java for my deep research #ai #agent (using the #gemini Deep Research agent).
I launched the generation of a report about #openclaw / #clawdbot / #moltbot, and my agent illustrated it with #NanoBanana.
glaforge.dev/posts/2026/0...

30.01.2026 22:29 👍 16 🔁 5 💬 1 📌 0
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This Week in Open Source #13 Explore the latest in open source: FOSDEM 2026, AI agent standards, Kubernetes' impact on cloud, and Linus Torvalds' AI side project.

"A community is a garden, not a building. It requires tending, not just construction". 🌱 This week, we look at how we contribute to that growth— perhaps by securing the software supply chain or standardizing agents. How are you tending your open source garden this weekend?
goo.gle/twios-13

23.01.2026 23:14 👍 4 🔁 2 💬 1 📌 1
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Gemini CLI: Code & Create with an Open-Source Agent Build real-world applications from the command line using Gemini CLI, Google's open-source agentic coding assistant.

Speaking of new courses for Gemini CLI 🚀

The course 𝗖𝗼𝗱𝗲 & 𝗖𝗿𝗲𝗮𝘁𝗲 𝘄𝗶𝘁𝗵 𝗮𝗻 𝗢𝗽𝗲𝗻-𝗦𝗼𝘂𝗿𝗰𝗲 𝗔𝗴𝗲𝗻𝘁 in partnership with the amazing folks over at DeepLearning.AI is now live. 👏

In just over an hour you can go from installation to Gemini CLI expert.

Enroll today 👉
www.deeplearning.ai/short-course...

21.01.2026 19:29 👍 10 🔁 1 💬 0 📌 1
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From Code to Cloud: Three Labs for Deploying Your AI Agent | Google Cloud Blog Ready to take your AI agent to production? Explore three hands-on labs to deploy your Google ADK agent on Google Cloud using Vertex AI Agent Engine, Cloud Run, or GKE.

So you've built an AI Agent and it's time to deploy...

My colleagues @smithakolan.bsky.social, Haren Bhandari, and I created a new set of hands-on labs to walk you through the deployment journey on Google Cloud!

This blog post introduces them 👇
cloud.google.com/blog/topics/...

30.12.2025 10:14 👍 2 🔁 2 💬 1 📌 0
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Gemini CLI December 22nd weekly update for v0.22.0:

🎉 Free Tier access to Gemini 3, pre-installed in Colab, new Conductor & Endor Labs extensions, multi-file drag & drop...

Deets: github.com/google-gemin...

🧵

#GeminiCLI #Gemini #AI #OSS #Colab #EndorLabs

23.12.2025 18:50 👍 3 🔁 1 💬 2 📌 0
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Building a Production-Ready AI Security Foundation | Google Cloud Blog Build a production-ready AI security foundation with a defense-in-depth strategy. Learn to protect your GenAI applications from prompt injection and data leakage with Model Armor, safeguard training d...

Worried about security when you're trying to get your #GenAI apps into production?😅

My colleague Aron Eidelman recently launched a new set of hands-on labs that walk you through the basics of #AISecurity. This blog introduces them:
cloud.google.com/blog/topics/...

19.12.2025 15:23 👍 1 🔁 1 💬 1 📌 0
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🚀 Today we launched the Gemini CLI Conductor Extension or as I like to call it, Planning++

Check it out, it's open source, different and fun. Especially with Gemini 3 Flash ⚡️⚡️⚡️

developers.googleblog.com/conductor-in...

18.12.2025 23:36 👍 4 🔁 1 💬 0 📌 0
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Gemini CLI December 15th weekly update for v0.21.0:

🎉 Gemini 3 Flash support (faster & cheaper!), new extensions (Rill & Browserbase), quota visibility in /stats, fuzzy settings search...

Deets: github.com/google-gemin...

🧵

#GeminiCLI #Gemini #AI #OSS #Rill #Browserbase

17.12.2025 19:50 👍 9 🔁 2 💬 1 📌 0
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Kubernetes Podcast from Google: Episode 263 - Kubernetes AI Conformance, with Janet Kuo Janet Kuo, Staff Software Engineer at Google, explains the new Kubernetes AI Conformance program.

In this episode, Janet Kuo, Staff Software Engineer at Google, explains what the new Kubernetes AI Conformance Program is, why it matters to users, and what it means for the future of AI on Kubernetes.

kubernetespodcast.com/episode/263-...

17.12.2025 00:44 👍 5 🔁 1 💬 0 📌 1
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Coding shouldn't feel like fighting gravity🏋️‍♂️

I joined Vlad Kolesnikov on The Agent Factory Podcast to demo #Antigravity.

We hooked up a #MCP server, generated assets live, and geeked out on the architecture.

[Link in replies]

#AgenticAI #Agents #Gemini3 #GoogleCloud #NanoBananaPro

12.12.2025 10:21 👍 5 🔁 1 💬 1 📌 0
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Gemini CLI November 24th weekly update for v0.19.0:

🎉 Eleven Labs extension (create & play audio!), festive Holiday theme 🎁, Gemini 3 support in Zed, interactive shell click-to-focus...

Deets: github.com/google-gemin...

🧵

#GeminiCLI #Gemini #AI #OSS #ElevenLabs #Zed

03.12.2025 19:42 👍 3 🔁 1 💬 1 📌 0

📣 Important if you want to use #Gemini 3 in #GeminiCLI ⚠️

18.11.2025 17:37 👍 2 🔁 1 💬 0 📌 0
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5 things to try with Gemini 3 Pro in Gemini CLI- Google Developers Blog Unlock state-of-the-art coding and reasoning in your terminal. Gemini 3 Pro is now in Gemini CLI for Google AI Ultra and paid API subscribers.

Details in the blog post from @ntaylormullen.bsky.social

developers.googleblog.com/en/5-things-...

18.11.2025 18:04 👍 1 🔁 1 💬 0 📌 0
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If you have a paid Gemini API key or you're a Google AI Ultra subscriber, you can use Gemini 3 in the Gemini CLI!

If you don't have a paid API key or you aren't a Google AI Ultra subcriber yet, you can join the waitlist here! forms.gle/ospXWr8SRTg7...

18.11.2025 17:33 👍 4 🔁 1 💬 1 📌 1