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AI Practice
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This category collects ITProGuru articles about AI Practice. Browse the posts below for practical context, explanations, and implementation notes.
- How I Actually Build Durable Memory for an AI AgentThe 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 ...
- How I Batch My AI Prompts So I'm Not Paying to Re-Read the Same Context Six TimesThe 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 ...
- Why My Agent's Context Window Fills Up Faster Than I ExpectThe 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, ...
- What I Actually Check Before I Trust an Agent's Tool CallThe 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 ...