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So he built Raycaster. An AI system that reads, edits, and cross-checks every critical document in drug development. It understands how thousands of files connect. Change one detail, and it shows you everything else that must update to stay compliant.
AUTOMATION
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Raycaster: AI System for Drug Development Document Management
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Autonomous AI System for Clinical Document Analysis and Reasoning
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Behind the scenes, it uses: • LLMs for reasoning • Agents trained by real CMC and clinical experts • Custom search across messy PDFs and scanned tables • A knowledge graph that maps how documents depend on one another It’s not a copilot. It’s an autonomous AI system -
User Feedback: Teams Praise Efficiency Gains and Early Adoption
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The impact was immediate: Teams told Levi:
“This saves weeks”
“This should have existed ten years ago”
“This caught things we would have missed” Some early users even joined as expert annotators to help battle test new workflows and refine the agents. -
Anthropic’s Autopatch for Claude Code
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Anthropic is working on the Autopatch feature for Claude Code, where it would automatically scan your repository for security vulnerabilities. h/t @btibor91
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BoardyAI most connected with investors; Betaworks funded AI agents applying via agents
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Hey @boardyai you aren't quite first, but you are the most connected with investors. @Borthwick at @betaworks already funded AI agents who had to have their agents apply for funding.
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Beginner’s Guide to Building AI Agents Safely
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A Beginner’s Guide To Building AI Agents AI agents are no longer sci-fi — they’re practical tools that can automate complex workflows, even if you’re not a data scientist, and this guide covers how to get started safely and effectively. Read more https://
bernardmarr.com/a-beginners-gu
ide-to-building-ai-agents/
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10 Ways to Automate Work with GPT-5.2
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Here are 10 ways you can use GPT-5.2 today to automate 90% of your work in minutes:
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Agentic AI: Core Stack for Planning, Memory, Tools, Collaboration
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Agentic AI = AI that plans + uses tools + remembers + collaborates + executes. This cheat sheet nails the core stack: Planning | Memory | Tool use | Multi-agent collab | Execution frameworks like LangChain, CrewAI, AutoGen. Agents are how GenAI turns into
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Cloning Brain into AI Gives 5 Hours Daily Efficiency
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I've cloned my brain into an AI. (This isn't a joke ) I didn't just give it a prompt. I gave it my personal "Bible": My 2026 goals My writing style My work methods Here's how I gain 5h/day →
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FSD works without headlights because cameras see better at night
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FSD works just fine without headlights. Cameras can see way more than you can at night. Take your iPhone out at night. You will see far more in the screen than your eyes can perceive.