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📰 Dev.to · Mark Effect

10 articles · Updated every 3 hours · View all reads

All Articles 168,490Blog Posts 160,407Tech Tutorials 44,735Research Papers 32,782News 21,474 ⚡ AI Lessons
Do not use the chat log as your agent state machine
Dev.to · Mark Effect 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Do not use the chat log as your agent state machine
A conversational interface is a natural way to request remote work and return to its result. The...
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Failure Modes of a Continuity Layer
Dev.to · Mark Effect ☁️ DevOps & Cloud 2mo ago
Failure Modes of a Continuity Layer
Failure Modes of a Continuity Layer Originally published at...
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The Boundary: What Execution-State Continuity Is Not
Dev.to · Mark Effect 🏗️ Systems Design & Architecture ⚡ AI Lesson 2mo ago
The Boundary: What Execution-State Continuity Is Not
Originally published at docs.cmdop.com/blog/execution-state-continuity-06-the-boundary — part of the...
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The Session as a Computational Primitive
Dev.to · Mark Effect 🏗️ Systems Design & Architecture ⚡ AI Lesson 2mo ago
The Session as a Computational Primitive
Originally published at docs.cmdop.com/blog/execution-state-continuity-05-session-primitive — part...
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AI as Operator, Not Controller: The Multi-Actor Execution Model
Dev.to · Mark Effect 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
AI as Operator, Not Controller: The Multi-Actor Execution Model
Originally published at docs.cmdop.com/blog/execution-state-continuity-04-ai-as-operator — part of...
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Steered, Not Replayed: Execution Graphs vs Workflow Graphs
Dev.to · Mark Effect 🏗️ Systems Design & Architecture 2mo ago
Steered, Not Replayed: Execution Graphs vs Workflow Graphs
Originally published at docs.cmdop.com/blog/execution-state-continuity-03-steered-not-replayed —...
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Persistent Memory Is Not Persistent Execution State
Dev.to · Mark Effect 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
Persistent Memory Is Not Persistent Execution State
The most common category error in AI-agent design — and why remembering a conversation is not the...
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The Missing Layer: Why AI-Native Systems Need Execution-State Continuity
Dev.to · Mark Effect 📰 AI News & Updates ⚡ AI Lesson 2mo ago
The Missing Layer: Why AI-Native Systems Need Execution-State Continuity
We built persistent memory. We built workflow orchestration. We never built the layer that keeps the...
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I Was Tired of SSH — So I Built an AI Agent That Lets Me Check My Terminal From My Phone
Dev.to · Mark Effect 🤖 AI Agents & Automation ⚡ AI Lesson 5mo ago
I Was Tired of SSH — So I Built an AI Agent That Lets Me Check My Terminal From My Phone
I just wanted to close my laptop. I was running ML training jobs that take hours. Wanting...
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The Django-CFG Manifesto — or, How I Stopped Worshiping settings.py and Let AI Build My Apps
Dev.to · Mark Effect 📰 AI News & Updates ⚡ AI Lesson 10mo ago
The Django-CFG Manifesto — or, How I Stopped Worshiping settings.py and Let AI Build My Apps
A provocation against configuration hell. Why Django-CFG isn’t just a helper — it’s a declaration of war on the old order.
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