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- Lessons building Claude Code 👨💻
Lessons building Claude Code 👨💻
🦾Plus: 🤖 Anthropic's Claude overtakes ChatGPT in App Store
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
📊5 Top Cheat Sheets to Master Data Science
🧠The third era of AI software development
⚙️MCP Server for 98% Less Context Bloat in Claude Code
⚙️Switch to Claude with your Baggage in one prompt
⚠️ Cancel ChatGPT Trends After U.S. Defense Deal
📡 NVIDIA leads coalition to build AI-native 6G networks
💡 AI Tutorial:How to Convert Any Image Into a Reusable JSON Prompt
🤖 AI Tools and Data Tools to checkout
Designing tools for models is as much of an art as it is a science. It depends heavily on the model, the goal of the agent, and the environment it's operating in. Developers need to experience often, read outputs, and try new things. This post provides a useful framework for designing agents with tools that are shaped to their own abilities.
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Mintlify helps you create fast, beautiful docs that developers actually enjoy using. Write in markdown, sync with your repo, and deploy in minutes. Built-in components handle search, navigation, API references, and interactive examples out of the box, so you can focus on clear content instead of custom infrastructure.
Automatic versioning, analytics, and AI powered search make it easy to scale as your product grows. Your docs stay accurate automatically with AI-powered workflows with every pull request.
Whether you're a dev, technical writer, part of devrel, and beyond, Mintlify fits into the way you already work and helps your documentation keep pace with your product.
Data science encompasses statistics, machine learning, and data analysis. Navigating this expansive field is easier with handy cheat sheets. Unlock essential knowledge with these five must-have cheat sheets for data science professionals and enthusiasts
Cursor is moving towards helping developers build the factory that creates their software. Then agents arrived, and developers shifted to directing agents through synchronous prompt-and-response loops. That was the second era. Now a third era is arriving. It is defined by agents that can tackle larger tasks independently, over longer timescales, with less human direction.
Your AI agent's context window has two enemies: the tool definitions going in, and the raw data coming out. Cloudflare's Code Mode showed us how to compress thousands of MCP tool definitions down to near-nothing, but that fixed only half the problem. Now, Context Mode, an open-source MCP server, tackles the other half. Every Playwright snapshot, GitHub issue list, or access log that an MCP tool returns eats into your agent's working memory.
Anthropic just made it dead simple to switch to Claude from other AI providers. You don’t need to use one LLM for that specific chat! Copy a prompt into your current AI to export your preferences and context, paste the results into Claude's memory settings, and you're good to go. Works across all paid plans.
Learn how financial institutions are deploying conversational AI agents with enterprise-grade governance — reducing costs, improving satisfaction, and ensuring regulatory trust.
Read The State of Conversational Agents in Financial Services from ElevenLabs to see how enterprise leaders are scaling responsibly.
👨💻 Data Tools, Libraries
Agent Relay - A real-time agent-to-agent communication SDK that lets AI agents from different providers (Claude, Codex, etc.) talk to each other as peers.
Mission Control - Open-source Next.js dashboard for managing fleets of AI agents, tracking their tasks, sessions, token costs, and lifecycle from a single interface.
Hugging Face Skills - A collection of standardized instruction packages that teach coding agents how to perform HF-specific tasks like training models, creating datasets, running evaluations, and publishing papers.
Thesys: Build conversational analytics agents without setting up data pipelines or building dashboards manually.
AI News:
Anthropic declined government terms it said conflicted with internal safety limits, including potential use of its models in autonomous weapons or large scale surveillance. The company argued developers should retain control over how AI systems are deployed. Meanwhile, OpenAI CEO Sam Altman confirmed cooperation with defense agencies, saying its models would follow legal safeguards and company policies.
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BT Group, Deutsche Telekom, T-Mobile, and nine other telecom leaders commit to open, software-defined wireless platforms designed for billions of autonomous machines. The initiative represents a shared commitment to ensure 6G infrastructure — the foundation for the world’s future connectivity — is open, intelligent, resilient and accelerates innovation and safeguards global trust.
Anthropic's Claude has dethroned OpenAI's ChatGPT in Apple's App Store. The sudden surge in rankings is almost certainly due to public backlash at a recent decision by OpenAI to work with the Department of War to deploy AI without restrictions on mass domestic surveillance and fully autonomous weapons.
Perplexity open-sourced the embedding AI models powering its search results, outperforming Google and Alibaba rivals while cutting storage needs by up to 32x.
Google is building a new data center in Pine Island, Minnesota, that will be powered by 1.9 gigawatts of clean energy from wind and solar. It will use a 300-megawatt iron-air battery with a 30-gigawatt-hour capacity and 100-hour duration. Iron-air batteries store electricity by making rust and then reversing the rusting process to release energy when needed.
Facts. Without Hyperbole. In One Daily Tech Briefing
Get the AI & tech news that actually matters and stay ahead of updates with one clear, five-minute newsletter.
Forward Future is read by builders, operators, and leaders from NVIDIA, Microsoft, and Salesforce who want signal over noise and context over headlines.
And you get it all for free, every day.
AI Tutorial
How to Convert Any Image Into a Reusable JSON Prompt
Open Gemini and upload any image.
Paste this instruction: “Convert this image into a JSON prompt, including size and all visual details.”
Let Gemini generate the JSON prompt.
Copy the JSON output.
Edit only the parts you want to change (colors, background, objects, text, style).
Use the modified JSON prompt to recreate or tweak the image.
🔥Top AI tools to increase productivity:
Alice - A native app that offers fast and reliable experience with models (OpenAI, Perplexity, Claude and more)
Linktopia - Community link-building for bloggers, entrepreneurs and startup brands to grow
VerifactAI is an AI fact-checking tool that allows you to fact-check your articles within a minute.
Undress AI Tool is a website that offers a deepnude application, allowing users to create modified images
Screenloop is the ultimate Talent Operations Platform, seamlessly integrating a next-gen ATS
Postlyy - All in one platform to create, schedule, and analyze content on X and LinkedIn
View our database of all the best AI tools for your needs: aitoolsup.com
Have cool resources to share? Submit AI tool
A.I. Generated Image of the Day
👀 The storm outside.
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