00:00:00INTRO – 2026-01-28 Effective AI Hayden
00:02:18About Hayden
00:03:22What This Session Is (and Isn't)
00:04:15Let's Get Something Straight
00:06:00What Augmentation Actually Looks Like
00:11:52Before You Implement Anything...STOP
00:13:03Consideration: Cost
00:18:19Consideration: Policy & Legal
00:20:30Consideration: Data Sensitivity
00:21:10Consideration: Team Buy-In
00:23:24Consideration: PEBKAC
00:27:44How We'll Break Down the Use Cases
00:29:03Start This Week! – AI Projects: Curated Team Agents
00:32:01Building a Good Agent
00:33:07Detection Code Review Agent
00:35:20Detection Code Review: Example Prompt (GH)
00:36:50Why Markdown and Change Controlled Prompts Win
00:38:27Start This Week! – SOC Analyst Agent
00:40:09SOC Analyst Agent: Example Prompt
00:41:45Other Agent Examples
00:42:42Quick Wins: Raycast InfoSec Extensions
00:44:33Raycast Example
00:45:01Build This Month! – Case Management: Alert Titles & Summaries
00:46:12Case Management: Example
00:46:59Case Management: Sample Implementation
00:47:57Build This Month! – Quality Assurance: Automated Ticket Review
00:48:33QA Workflow Options
00:49:34QA: What It Catches
00:50:04QA: Sample Prompt
00:51:26Build This Month! – Detection Engineering: First-Draft Generation
00:53:01Detection Engineering Workflow
00:53:53Detection Engineering: Starter Approach
00:54:34Detection Engineering: Sample Prompt
00:56:47Where AI Often Fails
00:59:16Key Takeaways
01:00:20Resources & Next Steps
01:01:28QA Start
01:04:20Patterson's Workshop
