Bob Watcher (BOB Mistake Learner)

The Problem IBM Bob is a powerful AI development partner. But like every AI, it forgets everything between sessions. Every new chat, Bob starts fresh — no memory of your team's coding standards, your database choice, your sprint scope, or the mistakes he was already corrected on. Developers end up fixing the same AI mistakes over and over. New team members are receiving the same incorrect suggestions that senior developers corrected weeks ago. Time is wasted. Frustration builds. The Solution Bob Watcher is a four-layer pipeline that: 1. Captures every correction a developer makes to Bob's code 2. Learns by calling IBM watsonx.ai to convert corrections into plain-English rules 3. Compiles those rules into a structured briefing document automatically 4. Briefs Bob at the start of every session via MCP — so he already knows the rules Bob becomes a disciplined team member with memory. Not just a stateless chatbot.