Matthew retweetledi
Matthew
1.3K posts
Matthew retweetledi
6 months ago I asked this question to the @FlutterDev team on #FlutterFlightPlans YouTube live stream: "Are there any use cases for generative UI other than chat responses?" and the answer from @sethladd was "Let's see what is beyond chat together" 🚀 Since then, I have been exploring interesting use cases with GenUI.
Happy to share that I am now starting another very interesting GenUI article series 👀 stay tuned!
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Matthew retweetledi
Jürgen Schmidhuber (@SchmidhuberAI) on the AI infrastructure trap: "If you invest $1 trillion today into GPUs for data centers, within five years you're going to lose $900 billion. Somebody is going to lose $900 billion in the near future. Because there is no business model to recuperate all these losses."
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Matthew retweetledi
Matthew retweetledi
Matthew retweetledi
AI coding is less useful when you spend more time moving context around than reviewing changes.
Aider is an AI pair-programming tool in your terminal for developers starting a project or working in an existing codebase.
It helps you make repository-aware code changes by mapping your codebase, editing files, and integrating each change with Git.
Key features:
• Codebase map – gives the model a map of your repository to support work across larger projects
• Cloud and local models – connects to almost any LLM, including local options
• Git-native workflow – automatically commits edits so you can diff, review, manage, or undo changes
• Lint and test loop – runs configured linters and tests after edits and can fix reported problems
• Extra context – accepts images and web pages alongside your code and instructions
It’s open-source (Apache 2.0 license).
Link in the reply 👇
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Matthew retweetledi
Matthew retweetledi
Connecting an agent to real apps means handling tool discovery, authentication, and per-user state—not just function calls.
Composio is an SDK monorepo for builders who need AI agents to take actions across external apps.
It helps you add app tools by creating user-scoped sessions that discover, authenticate, and execute tools at runtime without loading hundreds of tool definitions into context.
Key features:
• 1000+ app toolkits – give agents access to actions across supported apps
• Per-user sessions – scope tools and connected accounts to individual users
• Runtime meta tools – discover, authenticate, and execute tools when needed
• TypeScript and Python SDKs – build with either supported language stack
• Framework and MCP support – use provider adapters or a hosted session endpoint
The SDK repository is open-source (MIT license); the quickstart requires a Composio API key.
Link in the reply 👇
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Matthew retweetledi
Matthew retweetledi
"Machine Learning Engineering on AWS: Build, deploy, and operationalize LLMs, AI agents, and generative AI systems on AWS" — amzn.to/4od7C1I
𝗪𝗵𝗮𝘁 𝗬𝗼𝘂 𝗪𝗶𝗹𝗹 𝗟𝗲𝗮𝗿𝗻:
🟢Build and deploy AI agents using Bedrock AgentCore and Strands Agents
🟡Dive deep into ML engineering with Amazon SageMaker AI
🟠Evaluate model performance using LLM-as-a-judge
🟢Explore advanced model fine-tuning and deployment using SageMaker AI
🟡Build RAG-powered systems using Bedrock Knowledge Bases and S3 Vectors
🟠Modernize analytics with a managed transactional data lake
🟢Automate LLMOps pipelines using SageMaker Pipelines and AWS Lambda
🟡Explore best practices for building GenAI systems and AI agents on AWS
🟠SageMaker AI Model Training, Tuning Capabilities, Deployment Options, and Strategies
This book is intended for AI engineers, data scientists, machine learning engineers, and technology leaders who want to deepen their understanding of machine learning engineering, generative AI, large language models, retrieval-augmented generation, AI agents, and MLOps on AWS.
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Matthew retweetledi
Sounds like Trump's demanding some control over the media landscape!.
العربية@AlArabiya
ترمب يطالب بسحب تراخيص القنوات التي امتنعت عن تغطية خطابه: يستغلون موجاتنا الهوائية العامة التي تقدر قيمتها بمليارات الدولارات دون أن يدفعوا أي مقابل
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@AlArabiya What's the big news about Trump declassifying somethingd.
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ترامب: سنرفع السرية عن وثائق بشأن الانتخابات الأميركية ara.tv/w96ya
العربية
@Ronald_vanLoon @verge Interesting approach to minimalism with wearable tech! Less is indeed more in today's fast-paced world.
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Less is more with the Oura Ring 5
by Victoria Song @verge
Learn more: bit.ly/3QRah5j
#Wearables #FutureTech #HealthTech #Tech #Technology #EmergingTech #TechForGood
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🔗 GitHub: github.com/pingcap/autofl…
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✉️ If you’re into AI, ML, agents, and building real systems, join my newsletter (it’s free): dankornas.substack.com
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Your docs should answer questions, not make users hunt through pages.
AutoFlow is an open-source GraphRAG knowledge base tool for teams building conversational search over product and documentation content.
It helps you turn documentation into a searchable knowledge base by crawling sitemap URLs and indexing content with vector and optional knowledge-graph indexes.
Key features:
• Conversational search – provides a built-in, Perplexity-style interface for asking questions.
• Website ingestion – imports pages through sitemap.xml or individual URLs.
• File ingestion – accepts Markdown, PDF, Word, PowerPoint, Excel, and text files.
• GraphRAG indexing – supports vector indexes plus optional knowledge-graph indexes with entities and relationships.
• Embeddable widget – adds the conversational search window to a site with a JavaScript snippet.
It’s open-source (Apache 2.0 license). The README also says AutoFlow is still in the early stages of development.
Link in the reply 👇
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Sweet! So you're wondering if Drive API's CLI is similar to that of Drive Agenticd.
Matthew@Matthew155261
"Ahya, yeah! The Drive API's there for select partners already, so I'm guessing the agentic CLI could be a thing tood".
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"Ahya, yeah! The Drive API's there for select partners already, so I'm guessing the agentic CLI could be a thing tood".
Gergely Orosz@GergelyOrosz
AH thank you, there's an API, for deliveries, for select partners I wonder if the same thing could happen with the agentic CLI? Open to hand selected partners. It would make business sense The Drive API: developer.doordash.com/en-US/docs/dri… x.com/khepin/status/…
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Can you elaborate more on what you mean by "cornerstone of social stability"d.
Matthew@Matthew155261
Algorithms are not merely code they are also the cornerstone of social stability.
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