AAndreyinai-automation-insights.hashnode.dev·Mar 26 · 12 min readWhen CLAUDE.md Stops Working: Adding Vector Memory to Claude CodeSubtitle: How I replaced static markdown with semantic search after managing 180+ production workflows TL;DR CLAUDE.md is documentation injected into the context window at session start. It tells Claude what to do, but can't remember what Claude ha...00
AAndreyinai-automation-insights.hashnode.dev·Mar 19 · 10 min readWhy 95% of AI Pilots Never Reach Production (And How to Be in the 5% That Do)You ran the pilot. It worked. The demo was impressive, stakeholders nodded, the vendor promised a smooth rollout. Then nothing. Six months later the tool is technically "deployed" but nobody uses it. The data team is still cleaning feeds. The manager...00
AAndreyinai-automation-insights.hashnode.dev·Mar 16 · 5 min readHow to Calculate AI Automation ROI (And Build a Business Case Your CFO Won't Throw in the Trash){"sections": [{"content": "I've reviewed dozens of these. The ones that fail share the same four problems:\n\n1. No baseline. \"We'll save time\" means nothing if you haven't measured how long the current process actually takes.\n2. No KPI owner. Som...00
