Llmdevs

5 articles about llmdevs.

AI Agent Memory - The Unsolved Problem of What to Remember vs What to Forget

·3 min read

The unit of knowledge is not a fact but a decision with context. The harder problem is how an agent decides what to keep and what to let decay based on

memoryknowledge-graphai-agentscontextdecayllmdevs

What Breaks When You Evaluate an AI Agent in Production

·2 min read

Moving an AI agent from dev to production reveals problems that never show up in testing - latency variance, schema validation failures, and environmental

ai-agentsproductionevaluationtestingreliabilityllmdevs

Building AI Agents Changed How I Think - Tools Matter More Than Prompts

·3 min read

After building AI agents, the biggest lesson is that tool design matters far more than prompt engineering. Better tools make mediocre prompts work. Great

ai-agenttool-designprompt-engineeringdeveloper-experiencelessonsllmdevs

Orchestrate AI Agents from Your Phone with Mobile Approval Workflows

·3 min read

The missing piece in AI agent orchestration is mobile approval - webhook-based push notifications with approve and deny buttons that let you unblock agents

orchestrationmobileapproval-workflowwebhooksai-agentsllmdevs

Why You Should Split Planning and Coding Between Separate AI Agents

·2 min read

Using one AI agent to plan and another to implement leads to better code. The split-role approach catches mistakes before they become bugs and produces more

ai-agentsplanningcode-architectureproductivitymulti-agentllmdevs

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