Johanns Gregorian

💡 AI doesn’t just change how code is written – it changes expectations and outcomes. In the final section of Jellyfish’s AI Adoption Guide, we explore how expectations for engineering leaders are evolving as AI becomes embedded across the SDLC. Because the organizations pulling ahead are treating AI as a transformation, not a tooling upgrade. Inside, you’ll explore: - Why AI adoption is quickly becoming a leadership mandate, not an option - How to balance ambitious goals with realistic expectations - What cultural investments are required to sustain long-term gains - How data can be used to align executives and engineering teams The teams that win in the AI era won’t just have better tools – they’ll have leaders who know how to guide change. Download today: https://lnkd.in/dut_6WpQ

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Here is Gemini CLI’s October 27th weekly update for v0.12.0 - 🎉 New Partner Extensions: - 🤗 Hugging Face extension: Access the Hugging Face hub. gemini extensions install https://lnkd.in/g2_Ek8Ua - Monday.com extension: Analyze your sprints, update your task boards, etc. gemini extensions install https://lnkd.in/gZbqPThi - Data Commons extension: Query public datasets or ground responses on data from Data Commons. gemini extensions install https://lnkd.in/g8dkRGsg - Model Selection: Choose the Gemini model for your session with /model. (abhipatel12) - Model Routing: Gemini CLI will now intelligently pick the best model for the task. Simple queries will be sent to Flash while complex analytical or creative tasks will still use the power of Pro. This ensures your quota will last for a longer period of time. You can always opt-out of this via /model. (abhipatel12) - Discussion: https://lnkd.in/gRPKHduA - Codebase Investigator Subagent: We now have a new built-in subagent that will explore your workspace and resolve relevant information to improve overall performance. (abhipatel12 and silviojr) - Enable, disable, or limit turns in /settings, plus advanced configs in settings.json (silviojr) - Explore Extension: Users can now open the extensions page in their default browser directly from the CLI using the /extensions explore command. (JayadityaGit) - Configurable Compression: Users can modify the compression threshold in /settings. The default has been made more proactive (scidomino). - API Key Authentication: Users can now securely enter and store their Gemini API key via a new dialog, eliminating the need for environment variables and repeated entry. (galz10) - Sequential Approval: Users can now approve multiple tool calls sequentially during execution. (joshualitt) https://lnkd.in/gcGSDux8 🧵 #GeminiCLI #Gemini #AI #OSS #HuggingFace #Monday

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Today, we’re excited to announce pyx: a Python-native package registry. It’s the first paid, hosted service in the Astral platform, our next-generation infrastructure for the Python ecosystem. pyx is live with our early partners, including Ramp, Intercom, and fal. If you're interested in a next-generation Python experience for your team, get in touch today: https://astral.sh/pyx --- The amount of Python code in the world is increasing at an astounding rate, and our tools (Ruff, uv, and soon, ty) are powering those workloads. Our open source tools have seen unprecedented adoption, with over 100 million installs per month across the Astral toolchain and uv powering over 500 million requests per day. Our goal is to make Python the most productive programming ecosystem on Earth, and our open source tools have been driven by that unifying vision. But there are limits to what we can do with client-side tools alone. We want to expand the scope of problems we can solve — beyond command-line tools and into our own end-to-end infrastructure. We’re building a set of unified, hosted services that make Python fast, easy, and robust, extending the work and principles we've built upon in our open source toolchain. We're starting with pyx, a Python-native package registry. It's the first piece of the Astral platform: our next-generation infrastructure for the Python ecosystem. We think of pyx as an optimized backend for uv — it’s a package registry, but it also solves problems that go beyond the scope of a traditional "package registry”, making your uv experience faster, more secure, and even GPU-aware, both for private packages and public sources like PyPI and the PyTorch index. When used with uv, pyx should feel like the same leap in developer experience that you felt when migrating to uv in the first place. By vertically integrating our client (uv) and server (pyx), we can solve so many more of our users’ problems. Beyond the product itself, pyx is also an instantiation of our strategy: our tools (uv, Ruff, ty, etc.) remain free, open source, and permissively licensed — forever. Nothing changes there. The Astral platform provides paid, hosted services (like pyx) that build on that foundation and reinvent what’s possible for Python teams in speed, security, and scale. pyx is live in Beta with our early partners, including Ramp, Intercom, and fal. If you’re interested in a next-generation Python experience for your team, get in touch today: https://astral.sh/pyx Read the full blog post for more on our vision → https://lnkd.in/eKTRSzdC

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🔒How to Build an Agent with Auth and Payments Fullstack agent application! Not only can LangGraph + LangGraph Platform help you build agents, it can also help you deploy them and supports custom auth and middleware for usage tracking Video: https://lnkd.in/ghu5cGKa

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Introducing tracing for Claude Agent SDK. Claude Agent SDK lets you build agents with Claude Code's tool use, subagents, and orchestration loops - but debugging them blind is painful. Now with 1 line of code: full traces, every tool call, subagent spans, and the complete decision tree. Fully Open Source. Link to docs in the comments.

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It's true - Rails is overpowered in the world of AI generated code. And anywhere ruby falls short you can delegate to microservices in any language. Riveter runs on rails and processes up to tens of millions of agent runs a week.

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