<![CDATA[Stories by Alex Rozdolskyi on Medium]]> https://medium.com/@alexrozdolskiy?source=rss-46b7d3ab835e------2 https://cdn-images-1.medium.com/fit/c/150/150/1*yfnMu9aob9h9f8RVR3lbFg.jpeg Stories by Alex Rozdolskyi on Medium https://medium.com/@alexrozdolskiy?source=rss-46b7d3ab835e------2 Medium Sat, 14 Nov 2026 01:09:07 GMT <![CDATA[OpenClaw vs Claude Code: Which Agent Layer Are You Actually Choosing?]]>

One is a persistent, self-hosted runtime across channels. One is an agentic coding tool with deep repo execution. They overlap less than…

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]]> https://levelup.gitconnected.com/openclaw-vs-claude-code-which-agent-layer-are-you-actually-choosing-03644b282682?source=rss-46b7d3ab835e------2 https://medium.com/p/03644b282682 Wed, 29 Apr 2026 14:51:05 GMT 2026-04-29T21:10:01.101Z <![CDATA[OpenClaw vs Hermes Agent: Ecosystem Reach or Learning Depth]]>

Two open, self-hosted agent runtimes. Same problem class, different center of gravity — and the choice is mostly about what you want the…

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]]> https://medium.com/@alexrozdolskiy/openclaw-vs-hermes-agent-ecosystem-reach-or-learning-depth-6806b4a45e0a?source=rss-46b7d3ab835e------2 https://medium.com/p/6806b4a45e0a Tue, 28 Apr 2026 16:10:55 GMT 2026-04-28T23:39:04.195Z <![CDATA[The Three Memory Layers Every Agent Team Needs (And the Specific Failure You Get Without Each)]]>

Most agent failures are memory architecture failures wearing a prompt-quality mask.

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]]> https://medium.com/@alexrozdolskiy/the-three-memory-layers-every-agent-team-needs-and-the-specific-failure-you-get-without-each-823bb8be25b2?source=rss-46b7d3ab835e------2 https://medium.com/p/823bb8be25b2 Mon, 27 Apr 2026 14:58:56 GMT 2026-04-27T14:58:56.039Z <![CDATA[3 Things You Might be Building When You Think You’re Building an Agent (and which one you actually…]]>

Every option looks like a loop with tools until you define what has to be true for the run to have succeeded.

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]]> https://medium.com/@alexrozdolskiy/3-things-you-might-be-building-when-you-think-youre-building-an-agent-and-which-one-you-actually-2b2f908356c2?source=rss-46b7d3ab835e------2 https://medium.com/p/2b2f908356c2 Sat, 25 Apr 2026 15:23:12 GMT 2026-04-25T15:23:12.562Z <![CDATA[I Let an AI Agent Run My Morning for 30 Days. Here’s What It Actually Did]]>

What actually changes when AI stops answering questions and starts running your workflow

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]]> https://levelup.gitconnected.com/i-let-an-ai-agent-run-my-morning-for-30-days-heres-what-it-actually-did-9809ed74b6f2?source=rss-46b7d3ab835e------2 https://medium.com/p/9809ed74b6f2 Fri, 24 Apr 2026 14:18:02 GMT 2026-04-24T15:06:56.978Z <![CDATA[10 Prompting Mistakes That Only Show Up in Multi-Agent Systems — And How to Fix Each One]]>

Every vague word in your system prompt is a decision your agent makes without you.

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]]> https://medium.com/@alexrozdolskiy/10-prompting-mistakes-that-only-show-up-in-multi-agent-systems-and-how-to-fix-each-one-d52327891f12?source=rss-46b7d3ab835e------2 https://medium.com/p/d52327891f12 Fri, 24 Apr 2026 10:11:01 GMT 2026-04-24T10:11:01.296Z <![CDATA[What OpenClaw Gets Right That Most Agent Setups Get Wrong]]>

Five design decisions that look obvious in hindsight.

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]]> https://medium.com/@alexrozdolskiy/what-openclaw-gets-right-that-most-agent-setups-get-wrong-5d9a72def9f6?source=rss-46b7d3ab835e------2 https://medium.com/p/5d9a72def9f6 Thu, 23 Apr 2026 12:20:58 GMT 2026-04-23T22:26:51.574Z <![CDATA[Build the Content Company from Scratch with Paperclip AI]]>

Roles, config, delegation chain — and the three things I got wrong before it worked.

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]]> https://medium.com/@alexrozdolskiy/build-the-content-company-from-scratch-with-paperclip-ai-c29953379645?source=rss-46b7d3ab835e------2 https://medium.com/p/c29953379645 Wed, 22 Apr 2026 10:51:01 GMT 2026-04-23T22:12:50.788Z <![CDATA[Paperclip Lets You Build an AI Company, Not Just an AI Workflow]]>

Here’s the difference — and five real patterns worth stealing.

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]]> https://medium.com/@alexrozdolskiy/paperclip-lets-you-build-an-ai-company-not-just-an-ai-workflow-8ee05eeb2239?source=rss-46b7d3ab835e------2 https://medium.com/p/8ee05eeb2239 Tue, 21 Apr 2026 15:11:32 GMT 2026-04-23T22:13:10.219Z <![CDATA[7 Things That Break When AI Agents Try to Work Together]]>

Everyone is excited about AI agents. Very few have actually tried running a team of them. Here is what happens when you do.

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]]> https://medium.com/@alexrozdolskiy/7-things-that-break-when-ai-agents-try-to-work-together-867acbd979e2?source=rss-46b7d3ab835e------2 https://medium.com/p/867acbd979e2 Wed, 01 Apr 2026 21:50:01 GMT 2026-04-23T22:13:46.737Z