Happy to report that @lkuligin and my #book has reached #3 for Artificial Intelligence on We have 11 reviews so far about 3 weeks after releasing it. #llms #generativeai #GenAI

Full breakdown of where AI actually wins vs fails:.📖 What matches your experience? The hype or the reality?.4/4 🧵.#AI #Business #MachineLearning.

🟢 The boring wins:. General Mills quietly saves $20M/year.Walmart cut inventory 35%.Mass General docs save 60% admin time. Pattern: Customer-facing = disaster. Internal optimization = gold mine. 3/4.

🔴 The spectacular failures:. DPD's bot swore at customers.Air Canada got sued for fake policies.Chevrolet's AI sold a Tahoe for $1. But here's what they don't tell you. 2/4.

🚨 The AI reality nobody's talking about:.While everyone celebrates beating benchmarks, I tracked what's actually happening across dozens of real implementations. The pattern shocked me 👇.Thread 1/4.#AI #TechReality.

RT @DanKornas: 🤖 Agents are undeniably the latest thing in AI right now, and for good reason. They represent a shift toward systems that do….

RT @KirkDBorne: #MachineLearning for #TimeSeries with #Python — Forecast trends, Predict the future, Detect anomalies with state-of-the-art….

Training session with English Para Table Tennis champion Philip Sangchin. @Philcartel2 #Tabletennis

RT @KirkDBorne: #MachineLearning for #TimeSeries with #Python — Forecast trends, Predict the future, Detect anomalies with state-of-the-art….

RT @langchainpages: This looks interesting 📘 @LangChainAI.

RT @DrGlaswegian: Since watching and listening aren't my strengths, I decided to buy this book by @benji1a and am excited to finish reading….

RT @DrGlaswegian: What greater delight could a parcel hold than a book? (Cc: @benji1a)

The AI space moves fast, but building reliable, production-ready systems?.Those fundamentals stick around 💪.#LangChain #GenerativeAI #LLM #AIAgents #ProductionAI #BuildInPublic #TechTwitter.

If you've read the book and built something cool, drop it in the replies!.And if it helped you ship something real, a quick Amazon review helps other builders find it 🙏.Book:

My favorite review:."Avoids AI marketing fluff and delivers rigorously practical solutions for real-world AI engineering".This is exactly what I wanted to write - something that actually helps you ship AI products 🚀.

📊 What readers are actually building:.🔵 Multi-agent systems with LangGraph.🟢 Production-ready RAG pipelines.🟡 Reliable AI workflows that don't break.🔴 Secure, scalable LLM applications.

Here's the thing - most top AI books focus on theory (which is crucial!).But readers tell me this one gets them from:.❌ "Cool demo".✅ "Production system".One called it: "A masterclass in building modern LLM apps that work beyond the demo stage".

People aren't just reading - they're BUILDING 🔨.💬 "Just getting started with this book. and already building things!".💬 "Shows you how to make that prototype work in the real world".💬 "Will read again with my fingers on the keyboards".

🤯 Woke up to this today: My "#GenerativeAI with #LangChain" book hit #4 in ALL #AI books on Amazon.Sitting behind legends like Goodfellow's "Deep Learning" and Bostrom's "Superintelligence".But the reviews are what really get me. 🧵.

@lkuligin @PacktPublishing @AliAbidi @Gebin_Geo @TanyaDCruz @ranyelhousieny @BievreNicolas @soniachauhan @AliAbidi @PacktPublishing @PacktDataML @KirkDBorne.

@soniachauhan @AliAbidi @PacktPublishing @PacktDataML.