Break Into Data

Stop building blind. If you’ve ever built with LLMs, you know the pain of not knowing what’s eating your context. This remote MCP server from Exa fixes that: It plugs directly into coding assistant and lets you see everything happening inside your context. On top of: - performing real-time web searches and content extraction. - comprehensive company research tool that crawls company websites - other deep research and crawling tasks It also lets you: - see token usage breakdowns so you instantly know what’s bloating your context window. - visualizes your entire context: system prompts, memory files, messages, and MCP tools. - displays memory and file contexts with exact token counts. Check out the repo here: https://lnkd.in/gZriSc8Q

If you want to break into AI Engineering, use these 5 SDKs to make your portfolio stand out 👇 This is the stack that will help you build real-world Agentic AI applications to get hired or funded! Use them wisely. 1. Claude Agents SDK The backbone of Claude Code. Build real, production-grade CLI agents with memory, tools, and error handling baked in. 2. Stagehand SDK Trending browser automation SDK built for production-grade computer agents. 3. Vercel AI SDK The most popular TypeScript toolkit that powers 80% of full-stack AI applications on the web. 4. OpenAI Agent Kit OpenAI’s new integrated agent stack: design workflows visually, version agents, embed UIs, manage connectors & guardrails. 5. Mastra Up-and-coming TypeScript-first agent framework with built-in workflows, tools, RAG, observability, and evals. Whatever you do, focus on the user problem first. Only THEN leverage these tools to stand out. #AppliedAI

Before this bootcamp, I didn't know how to build AI agents. Today, my first MCP server(iOS UI Testing) has 24 GitHub stars 🚀🔥 I knew MCP meant "Model Context Protocol" RAG was "Retrieval Augmented Generation" That's it. But actually building something from scratch? No clue. 🤷 Was randomly looking for courses when Meri's 7 day free course caught my attention. As a curious compounding person, I didn't think twice - joined The Agent Engineering Bootcamp with Meri Nova and Hai N. ⚡ [June - July Batch] No fluff, no recordings. Hai would code live daily - debugging, architecting, explaining the WHY 💡 Watching him wasn't just helpful, it rewired how I think about building AI systems. TA's available for when you hit roadblocks - real help, not just "check the docs" 💪 We built everything from scratch: - MCP servers (how AI agents talk to multiple tools) - RAG systems (making agents actually smart with your data) - Agent memory (so they remember context, short-term & long-term) - Tool use & evals (making them reliable) 🔨 Weekly sessions with the founders 🚀 - Leo Paz - Outlit (YC W25) - Chris Bartholomew - Vectorize - Dustin Pulver - Tavily - Freddie Vargus - Quotient AI sharing what actually works at scale. Cherry on top 🤯 My capstone project? 24 stars, 4 forks ⭐ Meri promised a LinkedIn shoutout for the students who completed homework on time && built an MCP from scratch. Got mine. The accountability in this cohort is real 🔥 🔥 🔥 From knowing "MCP = Model Context Protocol" to deploying MCP servers. Real iOS automation with Appium + WebDriverAgent + Multiple Tool calls. 📱 Meri and Hai didn't just teach theory - they transformed how we can build 10x faster with AI, no BS 🎯 Do you know? Their next cohort starts in 3 days. If you've been stuck in tutorial hell, this is your chance to break through. While others google "what is MCP," you'll be building it. ⏰ Can't promise you GitHub stars, but you'll walk away knowing how to actually build real AI systems, not just read about them. Ready to level up? Check the link in comments. #ai #agents #mcp #india #mobile #ios #developer

Don't miss tomorrow's workshops on Fullstack Agent Engineering!

Join a free 45-min workshop with a founding engineer of Copilotkit(22k Github stars)

6 weeks. 60 Live Sessions. From 0 to AI Engineer. Everyone wants to build agents. But not everyone knows the fundamentals of software engineering with LLMs. The result? Endless half-finished prototypes, wasted time on agentic frameworks, and demos that never see production. This year, we taught 2 cohorts and built a program that focuses on SWE and agentic AI fundamentals with tools like Claude Code, Cursor for both technical and non-technical builders. As a result, while others are still stuck in tutorial hell, our students: - Land better opportunities with their capstone projects - Build agentic systems from scratch w/out relying on frameworks - Make better-informed executive decisions on AI strategy - Gain the technical depth in Agentic AI required to lead teams - Master the real engineering stack used at today’s top startups. Now, we are starting our 3rd cohort in 10 days with Maven! Don't miss this opportunity to accelerate and build confidence in your skills. This program is for you: - Product Manager - Graduate Student - Software Engineer - Technical PMs shipping internal AI - AI Engineer - Founder - anyone serious about shipping real solutions Next cohort starts on September 15th. Get $500 OFF with this link: https://lnkd.in/g9UX9YGE

Join a full day of Agent Engineering with industry experts!

80% of AI Engineers never get past the prototyping phase. While others ship real products and land dream jobs. That’s why I am hosting a 1-day workshop series on September 6th. Full-Stack Agent Engineering 2025 🚀 We’ve brought together top builders from YC-backed startups and open-source frameworks to teach you the exact skills you need to go from zero → shipping real agentic apps. Here’s what you’ll learn: 🔹 10 AM PT – Meri Nova How to Build Full-Stack Agentic Applications in 2025 Learn the modern tech stack, tools, and workflows to ship real AI products faster. 🔹 11 AM PT – Michael Slaton Founding Engineer at CopilotKit (22k Github stars) Join a hands-on workshop to turn your agents into interactive, user-facing experiences powered by cutting-edge AI + UI frameworks. 🔹 12 PM PT – Dexter Horthy Creator of 12-Factor Agents(12k stars), CEO at HumanLayer Learn from his experience generating 2,000-line PRs, fixing issues in a 300k-line Rust codebase with advanced context engineering techniques. Who this is for: - engineers breaking into AI agent development - founders building AI-driven products - data scientists looking to upgrade their stack - anyone serious about full-stack AI apps in 2025 🎁 By the end of it, you’ll have: A clear roadmap for building full-stack agents Actionable tips and best practices from industry leaders Access to our resource library and GitHub templates This isn’t just another zoom session. It’s a rare opportunity to learn directly from the people building the frameworks everyone will be using next year. 📅 Date: Saturday, September 6th 🔗 Register for each session separately! 1st: https://lnkd.in/gTmwsSHu 2nd: https://lnkd.in/g3j_FUGX 3rd: https://lnkd.in/gHw2_8pa See you soon!

This is the easiest time in history to become an AI engineer. 10 years ago, breaking into AI meant PhDs, CS degrees, and closed access to research labs. Not anymore. In 2025: need skills? → Free courses on Coursera, Kaggle, YouTube need a portfolio? → Contribute to YC startups’ open-source projects on GitHub need datasets? → Hugging Face, academic repos, Kaggle need a job? → Ship agentic systems with Vercel AI SDK, LangGraph need to code? → Build and learn faster with Claude Code + Cursor need community? → Jump into Discords, Reddit, and Twitter threads AI isn’t locked behind Ivy League schools or MAANG doors anymore. All you need is curiosity, persistence, and internet access. 👉 And if you’re serious about building the most in-demand skills in AI. Join a 3-part live workshop series on the same day, on Sept 6th: - How to Build Full-Stack Agentic Systems in 2025 Sign up here: https://lnkd.in/gTmwsSHu - Bringing Agents to the Frontend (with Michael) Sign up here: https://lnkd.in/g3j_FUGX - Advanced Context Engineering (with Dexter) Sign up here: https://lnkd.in/gHw2_8pa Register for each session separately to get the slides and the recordings!

If you're serious about becoming an AI engineer in 2025, stop obsessing over AI Agents. Focus on software engineering skills instead! Because the truth is: Agents aren’t some magical standalone abstraction. They’re just code + prompts sitting inside a larger system. You still need to learn how to build: - API orchestration - Frontend + Backend - Routing logic and fallbacks - Long-term memory with vector + relational DBs - Evaluation loops and observability and so much more that's not just "AI" The people getting hired right now aren’t prompt engineers. They’re software engineers who know how to use LLMs inside real products. You don’t need more AI tutorials. You need SWE skills. That’s why our AI Engineering Bootcamp focuses on full-stack workflows, not only Agents and RAG. You’ll code live 5 days a week with Hai, a senior full-stack engineer. Every Monday, you demo and get feedback that drives progress. Every Wednesday, get unblocked with the TA office hours. Every Friday, dive deep with industry experts on real agentic use cases. The goal is to help you build something you will be extremely proud to share with the world. Don't chase AI hype. Ship it. 🚢 Get your seat here, while they last: https://lnkd.in/gTGBwUc2 First 10 people who use code "LABORDAY" will get $500 OFF.