AI agents are already creating ~4x more databases than humans in Lakebase. That shows how quickly software development is changing. Agents generate, branch, test, and refine applications in rapid cycles, instead of building one system at a time. Many of these databases are
AGENTS
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Securing AI Agents: Sandboxing and Credential Management Strategies
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Yes, you can enable sandboxing and decide what your agent has access too. We also have secure storage for credentials; there’s also plugins who swap these at the proxy level – depending what level of isolation you prefer. You can also fully swap to local models.
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Agents reducing barriers to open-source models and datasets
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What I've been excited about is to see if agents can reduce the barrier to entry of building open-source models and datasets which might impact the balance open vs close and off-the-shelf vs customized models
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Structured Outputs Improve Subagent Communication Clarity
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communication is hard! structured outputs make its more clear how subagents should communicate back to the main agent
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Maintainers Use Bots for Faster Patching and Deployment
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Maintainers have bots too to patch and deploy faster too!
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RAAIS 10th Edition: Space Data Centers, Generative AI, Physical AI
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another exciting edition – our 10th! – of @raais is cooking up nicely 🙂 come learn about space data centers, generative worlds, physical ai, medicine and science, open endedness, and agent tokenmaxxing with 200 really bright and good people
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AI Security Framework: Sandbox, Allow-lists, Access Control
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That was the case in December. 4 months and thousands of work hours later, we have a great security concept; you can go all yolo, use a sandbox (Docker or OpenShell), there are allow-lists and per-access exec allow/deny prompts. There’s hundreds of security researchers that
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AI-powered news aggregator tracks 40,000 daily X posts
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I built an AI to keep up with AI on X: https://
alignednews.com/ai It reads 40,000 posts every day and builds this page. Every link goes to X. -
Training AI Agent for Automated Industry News Gathering
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I spent two months training an agent from Levangie Labs' cognitive architecture (way better than Anthropic or OpenAI or XAI) and taught it how to gather news from the 40,000 posts every day it reads from AI industry. It's only about AI. I can build ones easily on other
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Running Personal AI Agency with Surveillance System
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Yup. Already running my own agency. And my own AI that watches everyone in AI: