🌱 ➡️ 🌲 Turning AI Prototypes into Production-Ready Agents A good AI application is nothing without knowing how to properly deploy. This week, I learned how to take an AI project from prototype to production using the LangGraph SDK. The LangGraph SDK gives structure — it’s the framework for building and serving agentic systems. LangSmith adds observability — tracking, logging, and debugging agents so you can see how and why they make decisions. 🎥 Loom Walkthrough: https://lnkd.in/gGtqWga5 💻 Repo: https://lnkd.in/gCH52CDZ What I did: I built two agents that uses tools like Tavily Search, Arxiv, and RAG. 1️⃣ A simple tool agent 2️⃣ An agent-with-helpfulness that evaluates its own responses for quality before finishing. Using LangGraph Studio, I visualized every node, tool call, and loop — seeing exactly how the agent reasoned step by step. 💡 Takeaway: Building is only half the story. Deployment, monitoring, and visibility are what make AI systems production-ready. LangGraph and LangSmith bring that structure and transparency together — turning “cool demos” into reliable, scalable applications that will help the bottom line and give insight. Thank you AI Makerspace! ⚡️ #AIEngineering #LangGraph #LangSmith #AIMakerspace #LLMOps
From AI Prototype to Production with LangGraph SDK
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Build Full Stack Apps Using AI Prompts — Learn how to create full stack applications efficiently using AI prompts to streamline your development process and enhance productivity. https://lnkd.in/dw28XxRx #AiDevelopment #FullStack #LearnProgramming #SoftwareEngineering #TechTutorials #WebApps
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I’ve never imagined creating a brand-new app in under 2 minutes. 🤯 But I did yesterday... just with AI. I was testing this new tool called Bloom (YC X25), where you describe what you want in plain text and it builds it for you. So I typed: “Build an app called Event Tracker to log events, people I meet, and follow-ups.” Two minutes later, it was there... a working app with pages for events, contacts, and tasks. Something that would’ve taken hours (or a developer) before. It’s wild how Vibe Coding will change what “building” means. You don’t need to know how to code, you just need to know what you want to create. 👇 Link to Bloom in the comments. #AI #Innovation #NoCode #Networking
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I've created a small open-source library (called ASON) that lets AI agents actually do stuff in your .NET apps - like execute multi-step tasks based on natural language instructions. Online Demo: https://lnkd.in/dHt3JszC GitHub Repo: https://lnkd.in/dinKh7kw YouTube Video: https://lnkd.in/d9VK7K3F For example, a user could ask something like: - “Show me the top 5 best-selling products” - "Plot a monthly sales trend of all employees since John Doe was hired - “How many emails did I get from 'acme.com' in April?” …and the agent would figure out how to perform that task using your app’s API. ASON takes a different approach compared to other libraries with AI tool-calling support (such as Microsoft.Extensions.AI or #SemanticKernel). Instead of calling functions step by step, it uses AI to generate a complete C# script that runs client-side in one go. This makes it far more flexible and performant for solving real-world tasks. You can use the library on all platforms. CLI project templates for a quick start are available for #MAUI, #WPF, #WinForms, #Blazor, and Console apps. #AI, #AgenticAI, #dotnet
ASON – Actionable AI in .NET Apps (Intro & Demo)
https://www.youtube.com/
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The brand new OpenAI Agent Builder (AgentKit) is here: a game-changer for creating AI-powered workflows without heavy coding. With Agent Builder, you can: ⚙️ Visually design and connect AI actions and tools 🤖 Build intelligent agents that interact with APIs and systems 🚀 Test, version, and deploy them — all in one place It’s a huge step toward making AI agents as easy to build as web apps. Can’t wait to develop something interesting ! 💡 #OpenAI #AgentBuilder #AI #Innovation #Automation #AIEngineering #DebugBoat
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This week's top apps built by Berrry users 🚀 Check out these 5 innovative apps created this week: 1️⃣ CRT Browser by @decentricity Browse the web through a retro CRT monitor in 3D https://lnkd.in/g-7jczzS 2️⃣ AI Greetings by @adnan_manna Create beautiful scenic greeting cards with AI https://lnkd.in/gpp5cBAq 3️⃣ Mundane by @nikhilbhima Generate absurd conspiracy theories about anything https://mundane.berrry.app 4️⃣ Frames by @higgsfield_ai Create character-consistent 8-frame storyboards https://frames.berrry.app 5️⃣ Axe Slinger by @crawniik138285 Throw axes, earn points, unlock upgrades https://lnkd.in/gxQDf3BY #webdev #ai #nocode #buildinpublic
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Another announcement in the AI space : Claude Desktop is now available You can download it directly here: https://lnkd.in/eMj5NynR Between OpenAI launching its own AI-native browser and Anthropic releasing a desktop app, it’s clear: AI is moving beyond the chat window and becoming a core part of our daily computing experience. The race isn’t just about smarter models anymore. It’s about owning the interface. Credits video: Anthropic (claude website)
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Idea to App in 3 minutes with Google AI Studio This was mind blowing 🤯 The video tells it all, but I had this cool idea and wondered if I could build an app to solve our dilemma. In minutes, I had Cinemai, an AI-powered app that can identify a movie for you from a screenshot of the scene. Pretty amazing. Imagine when seasoned software developers really let AI assist them. We will see apps progress at record speed. I'm upskilling people in the AI Adoption Architects community to do things just like this and help companies adopt these types of tools and build useful apps and workflows. Very exciting times. https://lnkd.in/gwjBKecc
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Introducing Image Prep Desktop App Messy image datasets slowing your AI projects? Duplicates, corrupted files, messy folders… we’ve all been there. Image Prep fixes it. Organize folders, clean duplicates, remove corrupted images, preview and batch-process all in one desktop app. No scripts, no headaches. Who it’s for: AI developers, researchers, data labelers — basically anyone building or training models who needs clean, ready-to-train datasets. Why it works: Smart cleanup detects duplicates and corrupted files Batch operations for fast folder management Quick previews so you know exactly what’s inside each file Made for AI creators everywhere. Try it free download here https://ip.openunison.com
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Anthropic launched a web app for Claude Code, rolling out to Pro ($20/mo) and Max ($100/$200/mo) subscribers via claude.ai’s new Code tab — developers can now create and manage multiple AI coding agents from the browser. The move expands Claude Code beyond its CLI origins: Anthropic plans to keep the terminal as the customizable, intelligent home base while putting agents on web and mobile to meet developers everywhere. Claude Code has surged in adoption — roughly 10x growth since May and now accounting for over $500M in annualized revenue — and Anthropic says about 90% of the product code was written by its own AI models. The launch lands in a crowded market (GitHub Copilot, Cursor, Google, OpenAI). Agentic coding tools are shifting engineers toward managing AI assistants, with mixed productivity outcomes in complex codebases. 🔔 Follow us for daily AI updates! 📘 Facebook: https://lnkd.in/gxDt7PJa 📸 Instagram: https://lnkd.in/gmYfWDbF #Anthropic #ClaudeCode #AICoding #DevTools #AIGenerated #CreatedWithAI
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🎯 Agent development just got real. Vercel shipped AI SDK 6 with human-in-the-loop approvals, type-safe agent abstractions, and 50+ pre-built marketplace services. No more gluing SDKs together. → Define agent behavior once, deploy across apps → Lock in human sign-offs for critical actions → One-click install from marketplace (CodeRabbit, Corridor, Browser Use) While Vercel solves the "how to ship agents at scale" problem, Google launched vibe coding in AI Studio—anyone can build & deploy AI apps from a prompt in minutes. The pattern: plumbing becomes invisible. Builders focus on behavior, not SDK wiring. How are you building agents today? Full analysis: https://lnkd.in/gzbWdJBj 🧠 Newsletter → https://lnkd.in/gU2ACP8Y 📢 Follow @Infolia-AI #AIdev #InfoliaAI #AgentDevelopment #Vercel #VibeCoding #AI #AIAgents #AIForDevs #Google #OpenAI
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Nice walkthrough of how to visualize and evaluate agents through langgraph studio Betsy! 🏗️ 🚢 🚀