ITProGuru
From enterprise IT to AI systems -- built in public since 1988.
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Latest posts
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How do I find what is slowing down my AI workflow?
Use AI to maintain an evidence-backed investigation of CPU, memory, storage, models, agent concurrency, and cloud limits—and verify the result.
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What Windows security settings actually matter if you don't have a dedicated security hire?
Five: disk encryption, disabling legacy SMBv1, switching sign-in to a device-bound PIN, turning on Controlled Folder Access, and requiring Network Level Authentication on Remote Desktop -- each with the command that proves it took effect.
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How I Actually Build Durable Memory for an AI Agent
The hands-on version of agent memory: the index-plus-files layout I actually use, the frontmatter fields that make a memory file findable and trustworthy, the recall-then-verify discipline that keeps stale facts from becoming load-bearing, and where memory stops and other…
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How I Batch My AI Prompts So I'm Not Paying to Re-Read the Same Context Six Times
The hands-on version of the single-prompt batching rule: the exact prompt shapes I use, the CLI flags and system-prompt guardrails I set so an agent stops mid-batch and asks instead of guessing, and the failure I hit before I learned this the hard way.
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Why My Agent's Context Window Fills Up Faster Than I Expect
The practitioner version: why an agent session runs out of working memory long before you expect it to, what I actually watch to see it coming, and the habits that keep a long session useful instead of degrading into guesswork.
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What I Actually Check Before I Trust an Agent's Tool Call
The hands-on companion: the specific checks I run before I let an agent's tool call through, the naming discipline that keeps a permission gate honest, and the failure I hit when I trusted a tool's name instead of its actual behavior.