Mr.J The Engineer

Kaggle AI course with google! 👾 • Day 1 – Introduction to Agents: Explore the foundational concepts of AI agents, their defining characteristics, and how agentic architectures differ from traditional LLM applications, laying the groundwork for building intelligent, autonomous systems. • Day 2 – Agent Tools & Interoperability with Model Context Protocol (MCP): Dive into tools and how AI agents take action by leveraging external functionalities and APIs. Discover the ease of finding and using tools via the MCP. • Day 3 – Context Engineering: Sessions & Memory: Learn how to build AI agents that remember past interactions and maintain context. Implement short-term and long-term memory to create robust agents capable of handling complex, multi-turn tasks. • Day 4 – Agent Quality: Master the disciplines of evaluating and improving agents to build robust, reliable systems. Cover observability, logging, tracing, key metrics, and evaluation strategies to optimize performance. • Day 5 – Prototype to Production: Move beyond local testing to deploy and scale AI agents for real-world use. Explore best practices for deployment, enabling others to use your agents, and building true multi-agent systems with the Agent2Agent (A2A) Protocol. kaggle.com/learn-guide/5-…

@DAIEvolutionHub RAG

This AI System Design guide teaches RAG better than most courses. Giving it away FREE (only for first 4500) Inside: • RAG fundamentals & chunking • Hybrid retrieval (BM25 + vector) • Production RAG architecture • Evaluation + RAGAS • Hallucination reduction • End-to-end LLM systems How to get it: • Follow me (for DM) • Like + Repost • Comment "RAG" I’ll send it 👍

@dkare1009 kaggle.com/learn-guide/5-…

Google just dropped a FREE AI Agents course. And almost no one is talking about it. 10+ code samples, whitepapers, hands-on projects... all in one place. Here’s the full breakdown (5 days): Day 1: Foundations of AI Agents Learn how agents actually work: • Architecture • Capabilities • How they differ from LLMs → Build systems that can perceive, plan, act Whitepaper: lnkd.in/grYivvCW Code: lnkd.in/gcDruAx7 Day 2: Tools & MCP (Model Context Protocol) Agents don’t work alone. Learn: • Tool usage & APIs • MCP architecture • Human-in-the-loop workflows Whitepaper: lnkd.in/gnU9yqqW Code: lnkd.in/g5ZQHGzg Day 3: Context Engineering (Memory) This is where agents become powerful. • Sessions → short-term memory • Persistent memory → long-term learning Whitepaper: lnkd.in/g9WztfuP Code: lnkd.in/g4mQEtPE Day 4: Agent Quality Production-ready systems need reliability. Learn: • Logs, traces, metrics • Evaluation frameworks • LLM-as-a-judge Whitepaper: lnkd.in/g-SAMSpV Code: lnkd.in/gJxMN46g Day 5: From Prototype → Production Where most people fail. • Deployment strategies • Scaling agents • Agent-to-Agent communication • Vertex AI ecosystem Whitepaper: lnkd.in/gnUAscjM Code: lnkd.in/gnikixYA This is basically a complete roadmap to building AI agents in 2026. And it’s 100% free. Save this. You’ll need it later 💾 Like 👍 • Repost ♻️ Follow for no-BS AI insights 🚀

Software engineering in 2026–2030 is heading toward: Most developers will stop writing most of the code they currently write…. And it’s actually a good thing.

@techxutkarsh Send me love the content

A senior Google engineer just dropped a 421-page doc called Agentic Design Patterns. Every chapter is code-backed and covers the frontier of AI systems: → Prompt chaining, routing, memory → MCP & multi-agent coordination → Guardrails, reasoning, planning This isn’t a blog post. It’s a curriculum. And it’s free.

@techxutkarsh Facts….. haha 🤣

She literally tells how people with ADHD read.

@Suryanshti777 Book. Thank you 😊

This AI System Design guide teaches RAG better than most courses. And I'm giving it away for free (Only for First 4500) Inside: • RAG fundamentals & chunking strategies • Hybrid retrieval (BM25 + vector search) • Production-level RAG architecture • Evaluation & RAGAS metrics • Hallucination reduction techniques • End-to-end LLM system design How to get it: • Follow me (must so I can DM) • RT + Like • Comment "book" I'll dm you

@TechByTaraa FastApi out of these ones.

As a dev, which backend framework do you prefer?

Software engineering prestige is cooked in 2026. The median SWE is now a well-paid prompt-chain janitor + diff approver whose #1 skill is knowing which 3 things not to let the model hallucinate unsupervised. The real 5–10× people left? They barely write code anymore. They’re paid obscene money for: • smelling architectural cope from 1000 ft away • maintaining a living mental map of which parts of the codebase are currently gaslighting the agent • having the spine to say “why tf are we building this at all” and actually killing tickets Brutal corollary nobody wants to say out loud: The 2015–2022 “learn to code → six figures → life sorted” elevator is permanently closed for new entrants. There will still be $130–190k jobs. They’ll just feel a lot more like “senior critical-care nurse” money than “cognitive-elite lottery ticket” money. The tiny surviving elite tier increasingly looks like: - applied mathematicians who detect distribution shift by smell - system thinkers who treat frontier models like unreliable oracles - people with enough scar tissue to overrule confident trash from Claude-o3 at 3 a.m. So yeah — “software engineer” as high-status identity has the same shelf life left as “web designer” had in ~2012. The title lingers 4–6 more years for HR/LinkedIn cosplay, but the rocket fuel is gone. New class war inside tech isn’t FAANG vs startup or remote vs office. It’s people who still think they’re paid to write code vs people who know they’re paid to curate, constrain, and sometimes veto what the model spits out. Most teams are still in the pretending phase during retro so nobody cries. Mask is slipping though. Fast. 😈 What’s your take — are you still grinding LeetCode, or already full-time agent-herder? #AI #SoftwareEngineering #HotTake

@immasiddx 100% had like 3 of these guys

Show me a mouse with zero haters. I’ll go first:

Software engineering isn't "dead" in 2026 — it's being unbundled. AI writes the boilerplate lightning-fast Juniors vibe-code and ship broken PRs Seniors spend days reviewing hallucinations & fighting drift The craft we loved? Atrophying. The job? Mutating into "AI wrangler + system architect + business translator". Coding isn't obsolete. Judgment, taste, and owning outcomes are rarer & more valuable than ever. If you're still grinding LeetCode solo instead of mastering agents + intent → you're the one getting disrupted. Who's thriving? The ones prompting like pros, designing like humans, and shipping like machines.End of an era? Nah. Start of the real game. What skill are you betting on to survive 2027?

@PracticalAIExp @nalinrajput23 This🗣️

@nalinrajput23 Don’t. 😅 Use a secrets manager + least-privilege access (1Password/Bitwarden, AWS SSM/Secrets Manager, GCP Secret Manager, Vault). Inject at deploy/runtime (CI/CD + IAM), rotate regularly, and log *who accessed what*.

How do development teams securely share .env variables?

@kshvbgde @DhruTech Well I mean think about it too, on a annual basis if we avg 100k a person the that’s 1.1b dollars. 💵

@DhruTech idk tbh, but if they are then holy fuck

DELL just laid off 11,000 jobs and spent $569M on their severance.

Love it 😍

Yooooo!!!!

Let’s gooo!!!! Can’t wait to run with this.

Introducing the new @stitchbygoogle, Google’s vibe design platform that transforms natural language into high-fidelity designs in one seamless flow. 🎨Create with a smarter design agent: Describe a new business concept or app vision and see it take shape on an AI-native canvas. ⚡️ Iterate quickly: Stitch screens together into interactive prototypes and manage your brand with a portable design system. 🎤 Collaborate with voice: Use hands-free voice interactions to update layouts and explore new variations in real-time. Try it now (Age 18+ only. Currently available in English and in countries where Gemini is supported.) → stitch.withgoogle.com

@Haezurath YOYO, add me right now!!!

50 spots left for our group chat for AI developers! Learners are welcome! We’re building cool stuff. Join 👇

@andrewbrown @freeCodeCamp Wow, always a hat's off! been watching for years!

Just finished recording my Claude Code Essentials Course (12 hours long) Packaging it tomorrow for @freeCodeCamp I am immediately following this course with Claude Certified Architect study course for the end of the week. Then we are setting a date for this Claude Code bootcamp.

@IiUkashert @ossia @freeCodeCamp Let’s goooo!!!! 🗣️🗣️🗣️

300 hours later...🐍🔥 Just finished my Python Developer Certification with @freeCodeCamp ✅ 96% final score ✅ 300 hours of deep work ✅ Built 36 projects from scratch Huge thanks to @ossia for this incredible resource. Time to take these skills to the next level🚀 #Python