We are helping the world’s leading organizations drive accelerated time to market, increased product quality and operational efficiency by leveraging composability. Our cloud products and open source help developers, teams and organizations to build innovative products in an accelerated pace while ensuring on safety, autonomy, consistency or application performance. Our team maintains leading open-source solutions adopted by tens of thousands of organizations and our platform powers the world’s most innovative organizations. Get started with Bit today: bit.cloud and bit.dev
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Bit Cloud reposted this
AI makes development faster, but also messier. Behind every accelerated task, it’s planting quiet time bombs 🤯: duplicated code, missing safeguards, subtle vulnerabilities that erupt later in production. My new article on The New Stack details the four most common time bombs, and how to neutralize them. https://lnkd.in/dm4m3j-7
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🤯 Is Your AI Code Flooding Your Repository? You might be the Sorcerer's Apprentice, trading control for speed, and accelerating your team toward technical debt. We all remember Mickey Mouse, who traded control for speed and nearly drowned the workshop. This isn't just a cartoon; it's the urgent reality when AI codes without architectural control. The data confirms the problem: - Code Churn is up. We're fixing more bad code. - Duplication is surging. We're accelerating technical debt. Velocity without control is chaos. The "code flood" is a symptom of missing Architectural Control, not AI failure. Our mandate is clear: We must shift from Prompter to Architect. We must set the rules: prioritize reuse, ensure human maintainability, and provide the framework to govern the magic. If you're using AI in development (and I know you are), it's time to stop just generating code and start governing it. I recommend reading my full breakdown on how we can take back control. The Architect and the Apprentice: Retaining Control in the Age of Code Generation - https://lnkd.in/dVwYRF8Q #SoftwareArchitecture #AIAgents #DeveloperProductivity #VibeCoding #AIAssistants #Bit Cloud
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In this video I cover the 4 biggest ways AI-generated code can mess up your codebase, and strategies to keep things clean and maintainable. Here’s what I get into: - How to handle code inflation brought in by AI - How to minimize "standards drift" - How to handle AI's inherent "Context blindness" - 7 practical strategies you can use right now to keep your codebase under control If you’re using AI in your dev workflow, this will help you ship faster without turning your repo into chaos. 🎤 Curious to hear from you: What’s the worst AI-generated mess you’ve had to fix? And how are you keeping AI in check in your codebase?
Bit Cloud reposted this
What if an AI could draft your app’s architecture before you write a line of code? It speeds planning, generates code components, and keeps you in control for secure collaboration. Discover how MongoDB and Hope AI by Bit Cloud are building the future, and developers are at the center of this exciting transformation. 👇 https://lnkd.in/dxxKMF-f
Bit Cloud reposted this
What if an AI could draft your app’s architecture before you write a line of code? I'm talking about domain driven approach with microservices for example Having this in your SDLF speeds planning, generates reusable code components, and keeps you in control for secure collaboration. Discover how MongoDB and Hope AI by Bit Cloud are building the future, and developers are at the center of this exciting transformation. 👇 https://lnkd.in/dNTJNyqQ
Bit Cloud reposted this
Up until now, AI-generated code was a hype, not a foundation for serious, enterprise-scale applications. That era is now over. The official partnership between Bit Cloud & MongoDB is not just about generating code faster. It's about empowering teams to create production-grade software foundation with AI that can be maintained by dozens of developers and serve millions of users. Yes - you read correctly. This is achieved by combining the resilience of software composition, the scale of the MongoDB document model, and the transformative speed of generative AI - all underpinned by built-in security and safety guardrails. This partnership enables business leaders and their teams to collaborate seamlessly, transforming complex prompts and attachments into scalable, production-ready applications with an actual backend that runs MongoDB, can be maintained with ease and deployed to your infrastructure in a fraction of the traditional time. This capability is powered by our Hope AI, working in concert with the exceptional product and team at MongoDB. We are proud to call MongoDB our partners, and I am confident that our combined communities will build astonishing things. I cannot wait to see what you create. A huge thank you to the amazing people who made this partnership a reality: Dorottya Nyárády, Nitzan Aloni Uziel, Ariel Bar-lev, Rom Iluz, Or Maccabi, Itay Mendelawy, Gilad Shoham and Yonatan Sason. See how we do it in the official announcement on the MongoDB blog in the first comment. 👇
Bit Cloud reposted this
How to turn prototypes and design into production-grade apps. A Practical Guide to Prompting Fully Featured Platforms ---- I've seen so many teams build AI prototypes only to realize the code isn't ready for production. The gap between a cool demo and a scalable application is huge. Happy to share a guide I wrote explaining the process we use to get a fully-featured, production-ready platform directly from a high-level design. Yes, It will work with your prototype app as well, You have Hope 😉 Read the full guide here: https://lnkd.in/dwzVqRUm #vibeCoding #engineering #HopeAI #promptingGuide
Bit Cloud reposted this
Bessemer Venture Partners just dropped their "State of AI 2025," and they've nailed the industry's biggest bottleneck: context and memory. They call "truly persistent, cross-session memory" the great "open challenge." It's the wall that keeps AI from solving truly complex problems. For the past decade, we've been obsessed with breaking down that wall. At Bit Cloud, we've given AI a perfect, long-term memory using composable components. Instead of getting amnesia after every session, using our platform allows AI agents (like Github Copilot, Cursor or our own) to: 🧠 Learn and Remember: It learns from every component and solution, treating them as reusable building blocks in its brain. 🛠️ Compound Knowledge: It combines past solutions to tackle exponentially harder problems. 🚀 Organization-wide brain: It turns scattered context into an enterprise-wide "compounding advantage", defining your moat in the AI era. Bessemer says founders should "treat memory not as backend plumbing but as a product." We couldn't agree more. We built the product. See how we give AI a permanent memory at https://bit.cloud
AI is rewriting the rules of software development. Today, the question isn’t if your team uses AI, but how well you turn it into a compounding system. Anthropic’s Model Context Protocol (MCP) is already setting the standard for integration. And memory is fast emerging as the moat — the sticky layer that will separate good tools from indispensable ones. For founders, this means designing with persistence and context at the core. The winners won’t just build faster; they’ll build systems that get smarter with every cycle. How are you building memory into your products today? Dive deeper in the 2025 State of AI report → https://lnkd.in/gm7HiA-5 #developertools #ai #aidevelopment #engineering #mcp
Bit Cloud reposted this
If you’ve ever shouted “WHO WROTE THIS CODE?” and realized it was your AI, this one’s for you. One moment it’s generating code like a rockstar, the next it’s hallucinating imports, duplicating functions like Copy-Paste is a religion, and leaving you with a pile of tech debt that makes you think it would have been easier to just write the whole damn thing yourself. That’s exactly why we built Hope AI - a coding tool that actually understands architecture and code maintainability. In this short demo, I walk through: 🤖 Why snippet-based AI tools fall short 🏰 How Hope AI generates full-stack architectures ♻️ How it reuses existing components using semantic search 🥰 And How it produces testable, documented, integrated code …all while keeping your repo from turning into a spaghetti monster. Also, important: I was having a good hair day, so if nothing else, watch for that. 👇 Video below. Let me know what you think, or share your favorite AI-code horror story in the comments. #AI #DevTools #HopeAI #BitCloud
Bit Cloud reposted this
I've met with dozens of development teams in recent months. The pattern is identical: everyone wants to adopt AI. No one knows how to do it safely. The desire is there. The trust isn't. For development teams to adopt AI confidently, without risking their enterprise codebase, they need: • Architectural guardrails that prevent AI from breaking existing patterns. • Quality gates with CI and testing to catch issues before production. • Maintainable code that humans can actually understand and modify • Component reuse that leverages existing microservices and design systems. • Human oversight on every critical decision The motion is not to replace developers. It's to give them AI they can trust. #FutureOfDev #AINativeDev #DigitalTransformation