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Why Your AI Agent Can't Execute Its Own Plan: Bridging the Gap Between Local LLM Intelligence and Real-World Software Reliability

Why Your AI Agent Can't Execute Its Own Plan: Bridging the Gap Between Local LLM Intelligence and Real-World Software Reliability

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11 min read
I Opened All Thirteen Memory MCP Servers. Every Public Signal I Trusted Was Wrong.

I Opened All Thirteen Memory MCP Servers. Every Public Signal I Trusted Was Wrong.

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6 min read
How RAG Works: Building an AI Assistant That Can Answer Questions from Company Documents | NeuroML.ai

How RAG Works: Building an AI Assistant That Can Answer Questions from Company Documents | NeuroML.ai

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8 min read
White Label ICT Software Vendors Inherit Every Reseller's AI Mistake

White Label ICT Software Vendors Inherit Every Reseller's AI Mistake

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6 min read
DNS Detective: an Agent That Diagnoses Your Domain by Actually Probing It

DNS Detective: an Agent That Diagnoses Your Domain by Actually Probing It

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6 min read
Separating the Idea, State, and Artifact Planes in Agent Pipelines

Separating the Idea, State, and Artifact Planes in Agent Pipelines

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8 min read
The Two Joints: Where Agentic Engineering Breaks

The Two Joints: Where Agentic Engineering Breaks

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9 min read
I Started Building an AI Action Safety Layer After Watching AI Agents Cross the Line

I Started Building an AI Action Safety Layer After Watching AI Agents Cross the Line

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6 min read
Saving 50-70% on Coding Agent Bills: Protecting Prompt Cache Affinity with VMR

Saving 50-70% on Coding Agent Bills: Protecting Prompt Cache Affinity with VMR

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5 min read
Everything Is an Agent Now, and they are arguing with me

Everything Is an Agent Now, and they are arguing with me

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8 min read
Moving from AI-Assisted Engineering to AI-Agentic Software Engineering

Moving from AI-Assisted Engineering to AI-Agentic Software Engineering

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3 min read
Your Agent's Personality File Is Fighting Its Rules File

Your Agent's Personality File Is Fighting Its Rules File

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3 min read
Seven Silent Failures: building an autonomous email agent on Cloud Run

Seven Silent Failures: building an autonomous email agent on Cloud Run

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5 min read
I Built a Capability-Based Security Layer for AI Agents — Here's Why It Matters

I Built a Capability-Based Security Layer for AI Agents — Here's Why It Matters

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3 min read
I use Codex as a manager for Claude Code, Pi, Copilot, and OpenCode executors. Here is the workflow that made it practical

I use Codex as a manager for Claude Code, Pi, Copilot, and OpenCode executors. Here is the workflow that made it practical

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1 min read
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