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For AI engineers and leaders who are serious about understanding the concepts and the code.

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demo day invite 8/6/26

πŸš€ You’re Invited THIS Wednesday: Watch AI Engineers Ship Final Builds at Demo Day

Hey Reader, Join us as we celebrate the AI Engineers from Cohort 1.0 who stepped up to the challenge, put in the work, and built production-ready AI projects from the ground up. You’ll see their final demos, hear the stories behind what they built, and watch how they transformed ideas into working AI systems. We’ll also be joined by an expert judge panel, including Chris "The Wiz" Alexiuk, Noor Aftab, Dr. Todd Deshane, and surprise guests who will help celebrate these builders and the next...
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Demo Day: 8/6 Invite

πŸš€ Correction: You’re Invited THIS Thursday: Watch AI Engineers Ship Their Final Builds at Demo Day

Hey Reader, Join us as we celebrate the AI Engineers from Cohort 1.0 who stepped up to the challenge, put in the work, and built production-ready AI projects from the ground up. You’ll see their final demos, hear the stories behind what they built, and watch how they transformed ideas into working AI systems. We’ll also be joined by an expert judge panel, including Chris "The Wiz" Alexiuk, Noor Aftab, Dr. Todd Deshane, and surprise guests who will help celebrate these builders and the next...
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AI Makerspace Enterprise Program Guide (2026)

Unlock the New Enterprise AI Program Guide

Hey Reader, A lot happens when you spend more time traveling around and working with enterprise teams. The questions I hear are changing. A year ago, it was: "What model should we use?" Now it's more specific. What to build, why, plus people and teams. "How do we build internal AI capability?" "How do we evaluate these systems?" "How do we move from experimentation to production?" Leading companies with their AI solutions fully in production are the ones investing in their people. That's why...
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The Countdown to AI Engineer Certification v1.0 Begins πŸš€

Hey Reader, The countdown to The AI Engineer Certification v1.0 has officially started. Cohort 1.0 begins soon on June 2, and this is shaping up to be the most current and rewarding learning track from AI Makerspace yet. Over the past two years, we refined The AI Engineering Bootcamp across 9 cohorts and thousands of builders. v1.0 is the next evolution of a more production-focused certification experience built around what matters in AI Engineering right now. If you're in, submit your...
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Agent memory

πŸ—οΈ 🚒 πŸš€ Tinker, Agent Memory, and Prompt Optimization; Thoughts on AI Engineering

Hey Practitioners, I hope that your new year is off to a great start, and that you took some time over the break and into 2026 to outline your specific AI Engineering career goals. It's getting wild out there for everybody, and you know what they say about not having a plan πŸ’€. πŸ“ˆ By all accounts, it's going to be a great year for us AI Engineers and AI Engineering Leaders. According to LinkedIn, the AIE is the fastest-growing job out there. Interestingly, the number 2 fastest-growing job is...
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πŸ—οΈ 🚒 πŸš€ Trinity Models, LangSmith Agent Builder, and 2026 looking bright!

Hey Practitioners, This is the last edition of the LLM Edge for 2025! We're off for our annual vacation from Christmas to New Year as a company πŸŽ„πŸŽ†! But first, for our final YouTube event, we're covering DSPy tomorrow! In case you missed it, we covered LangSmith's chat-style Agent Builder and learned about Arcee's Trinity Models with their CTO over the past few weeks. Fresh off learning about one new open-model family of LLMs, The Wiz taught us about Nemotron 3 this week. As we prepare for...
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Agent Engineering

πŸ—οΈ 🚒 πŸš€ Agent Engineering, Multimodal RAG, Our ChatGPT Clone, and Demo Day Projects

LIVE TOMORROW! Trinity: A Family of Foundation Models Join us live tomorrow at 1:00 PM ET to hear about Trinity, the new family of foundation models from Arcee. They aim to reboot U.S. open source AI with this release! Join us live with CTO Lucas Atkins to dig into The Trinity Manifesto learn exactly how they trained their latest and greatest. IN CASE YOU MISSED IT! Agent Engineering LangChain hit v1.0, announced Series B, proclaimed Agent Engineering, and we were there to break down how...
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πŸ—οΈ 🚒 πŸš€ Claude Skills

LEARN SOMETHING NEW! Claude Agent Skills The hottest new skill in 2026? Skill Engineering. So meta. But what are agent skills? "Just README.md files with a little bit of YAML," but they make for some seriously next-level, on-the-fly context engineering. Although "Skills" are not yet an OSS capability across frameworks, we expect them to be. πŸŽ₯ Video πŸ’» Slides πŸ™ Sample skills LIVE THIS WEEK! How to Build ChatGPT - Part V: Thinking & Deep Research Join us live tomorrow at 1:00 PM ET to learn how...
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Agent Builder, Deep Agents

πŸ—οΈ 🚒 πŸš€ Agent Builder & Deep Agents

COMING UP! Claude Agent Skills Join us live today at 1:00 PM ET to break down Claude Agent Skills, which bring domain-specific expertise to general-purpose agents. Instead of relying on code or function calls, these β€œskills” use prompt expansion and context modification, letting Claude dynamically load only what’s needed to specialize for a task. It’s like giving your AI an onboarding guide, turning Claude into a fast, adaptable specialist for any domain. RSVP NOW! EVENT RECAPS Deep Agents,...
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