6d ago · 12 min read · The "Shallow Agent" Problem Nobody Talks About If you've been following my previous articles on Prompt Engineering and Context Engineering, you know I've been going deeper and deeper into how LLMs act
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Apr 8 · 8 min read · This blog originally appeared as a guest post on JetBrains' developer blog. I've come to accept that I will delegate an ever-increasing amount of my work as a software engineer to LLMs. I was an early
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Mar 29 · 11 min read · Introduction Most AI coding tools are reactive. You paste an error, they suggest a fix. You still have to copy, paste, run, and repeat. That feedback loop is slow and entirely manual. Deep Agents flip
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Mar 26 · 11 min read · How can we enable agents to evolve, learn, and test code on their own without the risk of data leaks, system issues, or unintended damage? That's where NVIDIA OpenShell and Qubrid AI comes in. In thi
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Mar 19 · 5 min read · LangChain released DeepAgents this month and it's already at 15,000 GitHub stars. The README says it was "primarily inspired by Claude Code, and initially was largely an attempt to see what made Claude Code general purpose." So let's compare them. An...
Join discussionMar 19 · 5 min read · DeepAgents hit #1 on GitHub Trending this week. 15,000 stars for an agent harness that gives you planning, filesystem access, shell execution, and sub-agents out of the box. It's the most complete open-source coding agent framework since Claude Code ...
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