28 Gennaio 2026 · mostra note

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Effective AI for Practical SecOps Workflows w/ Hayden Covington

Which AI workflows are already running in production SOCs right now, and which ones could you implement by next week?

🔗 Register for FREE Infosec Webcasts, Anti-casts & Summits:
https://poweredbybhis.com

🛝 Webcast Slides:
https://www.antisyphontraining.com/wp-content/uploads/2026/01/Effective-AI-for-Practical-SecOps.pdf

✏️ Learn from Hayden on Antisyphon Training:
https://www.antisyphontraining.com/search/Hayden

Join Hayden Covington (Black Hills Infosec - SOC SecOps Lead) for a free one-hour training session to learn how to augment security analysts with AI through practical, tested workflows.
Cut through the noise of vendor demos, hype, and ChatGPT wrappers.

Hayden will teach you practical AI workflows that help analysts work faster and smarter without replacing their judgment.
Learn real techniques for detection engineering, case management, and QA, plus where AI truly helps (and where it doesn’t) so you can apply it right away.

Chat with your fellow attendees in the BHIS Discord server:
https://discord.gg/bhis
in the #🔴live-chat channel

Chapters:

(00:00) - INTRO – 2026-01-28 Effective AI Hayden

(02:18) - About Hayden

(03:22) - What This Session Is (and Isn't)

(04:15) - Let's Get Something Straight

(06:00) - What Augmentation Actually Looks Like

(11:52) - Before You Implement Anything...STOP

(13:03) - Consideration: Cost

(18:19) - Consideration: Policy & Legal

(20:30) - Consideration: Data Sensitivity

(21:10) - Consideration: Team Buy-In

(23:24) - Consideration: PEBKAC

(27:44) - How We'll Break Down the Use Cases

(29:03) - Start This Week! – AI Projects: Curated Team Agents

(32:01) - Building a Good Agent

(33:07) - Detection Code Review Agent

(35:20) - Detection Code Review: Example Prompt (GH)

(36:50) - Why Markdown and Change Controlled Prompts Win

(38:27) - Start This Week! – SOC Analyst Agent

(40:09) - SOC Analyst Agent: Example Prompt

(41:45) - Other Agent Examples

(42:42) - Quick Wins: Raycast InfoSec Extensions

(44:33) - Raycast Example

(45:01) - Build This Month! – Case Management: Alert Titles & Summaries

(46:12) - Case Management: Example

(46:59) - Case Management: Sample Implementation

(47:57) - Build This Month! – Quality Assurance: Automated Ticket Review

(48:33) - QA Workflow Options

(49:34) - QA: What It Catches

(50:04) - QA: Sample Prompt

(51:26) - Build This Month! – Detection Engineering: First-Draft Generation

(53:01) - Detection Engineering Workflow

(53:53) - Detection Engineering: Starter Approach

(54:34) - Detection Engineering: Sample Prompt

(56:47) - Where AI Often Fails

(59:16) - Key Takeaways

(01:00:20) - Resources & Next Steps

(01:01:28) - QA Start

(01:04:20) - Patterson's Workshop

Creators & Guests

Hayden Covington - Guest

Meagan Bentley - Producer

Jason Blanchard - Host

CJ Cox - Guest

Patterson Cake - Guest

Brought to you by:

Black Hills Information Security

https://www.blackhillsinfosec.com

Antisyphon Training

https://www.antisyphontraining.com/

Active Countermeasures

https://www.activecountermeasures.com

Wild West Hackin Fest

https://wildwesthackinfest.com

Click here to view the episode transcript.

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MOSTRA NOTE 🔗

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

TRASCRIZIONE 🔗

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