2d ago · 6 min read · Originally published at recca0120.github.io The most common way AI agents operate software is to take a screenshot, run OCR, then simulate mouse clicks. The first time I saw this workflow, something felt off: this isn't using AI, it's using AI to imp...
Join discussion3d ago · 6 min read · Your LangChain agent is wrong about 10% of the time. Not occasionally — consistently, confidently, and silently. The problem isn't the model. It's that your agent has no way to know when it's wrong. I
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4d ago · 9 min read · A newly discovered critical CVE vulnerability in Docker Engine could allow attackers to bypass authorization plugins and potentially gain unauthorized access to the underlying server system. CVE-2026-
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5d ago · 9 min read · Your Agent Works Great. Until It Doesn't. You built an AI agent over the weekend. It calls tools, remembers context, follows instructions. You demo it to your team. Everyone's impressed. Monday morning, a user types "rename Ember to Infernia." Your a...
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Apr 16 · 12 min read · I wanted to add memory management to my agent. In one framework, that meant learning about "memory modules," "memory backends," "retriever chains," and "buffer window" classes. In another, I needed a
Join discussionApr 16 · 5 min read · Originally published on AIPOCH. If you’ve been browsing GitHub, AI forums, or even a few niche newsletters lately, you’ve probably seen the name Hermes Agent pop up more than once. What Is Hermes Agen
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Apr 15 · 5 min read · If you’re managing workloads in AWS, you know the platform provides some of the most powerful security tools in the industry. But you also know the pain of "dashboard fatigue"—jumping between half a d
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Apr 14 · 6 min read · Originally published at recca0120.github.io You're mid-feature when PM says prod is on fire. The reflex move: git stash, check out master, fix, come back, stash pop. But then the dev server restarts, the IDE re-indexes, and stash silently ate your un...
Join discussionApr 14 · 6 min read · A friend asked me: why do you help people install OpenClaw for free? What's the point? Is it worth it? Good question. Many people speculate about motives, assuming something must be hidden behind an act that seems to offer no benefit. I'll just tell ...
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