What if AI could automatically write and optimize entire GPU programs for your ML workloads? Researchers from the University of Minnesota-Twin Cities introduce StitchCUDA. This multi-agent framework features a Planner, Coder, and Verifier. The Coder uses innovative rubric-based
AGENTS
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Autoresearch is powerful yet simple
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guys, autoresearch is actually pretty amazing. it’s also a harsh lesson: ditch all your fancy agent infrastructure. just build the simplest possible system to throw more tokens at your problem.
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AI Agents for Growth: Transforming Promise into Real Impact
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Agents for growth: Turning AI promise into impact #AI #AIio #AIInnovation #ML #DataScience #Futureofwork @demishassabis @Ronald_vanLoon @TamaraMcCleary @geoffreyhinton @goodfellow_ian @jeffdean @erikbryn ow.ly/7vZW30sTyFy
→ View original post on X — @terence_mills, 2026-03-16 00:00 UTC
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Packt Workshop: Building MCP Servers in Production for AI Agents
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Consider this @PacktPublishing is hosting a workshop on March 29 on “Building MCP Servers in Production”, led by Peder Holdgaard Pedersen — for engineers designing secure, scalable systems that support AI Agents. Find more details and register here: https://
eventbrite.com/e/building-mcp
-servers-in-production-tickets-1982519419953?aff=kirk
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Agentic Design Patterns: Building Intelligent Systems Guide
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"Agentic Design Patterns: A Hands-On Guide to Building Intelligent Systems" Read the Online eBook from Google at https://
docs.google.com/document/d/1rs
aK53T3Lg5KoGwvf8ukOUvbELRtH-V0LnOIFDxBryE/mobilebasic?pli=1#heading=h.pxcur8v2qagu
… Buy hardcopy version at http://
amzn.to/3IyOrPx -
Defining Agentic Engineering: Chapter 12 Guide
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Just added the 12th chapter to my Agentic Engineering Patterns guide, but it's the first one in the sequence: I figured it was time to try and answer the obvious question, "What is agentic engineering?"
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Agentic Iterative Development Replaces Traditional Spec-Based Approaches
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This feels outdated, I think agentic iterative development is here now. Moving from specs -> validation. Validation driven dev
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OpenSquirrel: Rust IDE with AI agents as central unit
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Karpathy asked. I delivered. Introducing OpenSquirrel! Written in pure rust with GPUI (same as zed) but with agents as central unit rather than files. Supports Claude Code, Codex, Opencode, and Cursor (cli). This really forced me to think up the UI/UX from first principles instead of relying on common electron slop. github.com/Infatoshi/OpenSqu… Andrej Karpathy (@karpathy) Expectation: the age of the IDE is over Reality: we’re going to need a bigger IDE (imo). It just looks very different because humans now move upwards and program at a higher level – the basic unit of interest is not one file but one agent. It’s still programming. — https://nitter.net/karpathy/status/2031767720933634100#m
→ View original post on X — @thom_wolf, 2026-03-15 22:03 UTC
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AI for Proactive Cyberdefense Against Threats
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Building a Proactive Cyberdefense Plan with AI for Threat Detection is crucial.
It enhances our ability to spot threats early.
• Employ AI technologies
• Continuously monitor networks
• Regularly update defenses Click below to read more: https://
godofprompt.ai/blog/building-
proactive-cyberdefense-with-ai
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New LangChain Academy Course Building Reliable Production Agents
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💫 New LangChain Academy Course: Building Reliable Agents 💫
— LangChain (@LangChain) 15 mars 2026
Shipping agents to production is hard. Traditional software is deterministic – when something breaks, you check the logs and fix the code. But agents rely on non-deterministic models.
Add multi-step reasoning, tool… pic.twitter.com/V3XkTrFqW8New LangChain Academy Course: Building Reliable Agents Shipping agents to production is hard. Traditional software is deterministic – when something breaks, you check the logs and fix the code. But agents rely on non-deterministic models. Add multi-step reasoning, tool