Case Study: Reviving a 2016 Android App with an AI AgentA staged AI-agent approach facts first, tests before changes, incremental migration, turns a legacy codebase into a manageable rebuild5 min read·markdownsimplified.hashnode.devSep 10
Beyond Prompts: How Agentic AI Actually Works (Especially for Coding)Agent cost isn't about prompt wording — it's loop count and context bloat. Here's what actually drives agentic AI behavior.5 min read·markdownsimplified.hashnode.devAug 7
The Real Cost Table: 10 Prompt Patterns That Are Secretly ExpensiveA scannable table of 10 bad-to-good prompt swaps that quietly drive up your AI costs — plus the two root causes behind all of them4 min read·markdownsimplified.hashnode.devAug 1
Two Prompting Modes: Explorer vs. ExecutorAI conversations aren't one-size-fits-all. Here's how to know whether to explore openly or write one detailed, one-shot prompt4 min read·markdownsimplified.hashnode.devJul 27
Why Your AI Costs More Than It ShouldPrompt cost isn't about length — it's re-processed context and ambiguity. Here's what's actually driving your AI bill up.4 min read·markdownsimplified.hashnode.devJul 24
