Episode 143: OSINT Keynote, Training and Mistakes!
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In Episode 143 of the Layer 8 Podcast, hosts welcome Micah Hoffman and Lisette Abercrombie for a deep dive into OSINT training, methodology, and real-world mistakes. The episode highlights the upcoming Layer 8 Conference in Boston (June 5–6, 2026), where Micah will deliver the OSINT keynote and co-teach a two-day hands-on class with Lisette focused on social media platforms like Snapchat, TikTok, Instagram, and Facebook. The class emphasizes practical, methodology-driven learning over tool dependency, with a strong focus on understanding how tools work under the hood—especially through customizable bookmarklets. Both guests stress that while AI can assist in investigations, it cannot replace human judgment, especially in verifying sources, avoiding hallucinations, and interpreting context. Lisette shares a personal story of failing to find a TikTok profile due to omitting the '@' symbol in the URL—a common but critical error—underscoring the importance of attention to detail. She also discusses her upcoming talk on embracing failure as a learning tool, aiming to reduce imposter syndrome in the OSINT community. The episode closes with a strong message about accessibility and affordability in training, with both guests committed to making OSINT education inclusive and practical for all skill levels.
Prioritize understanding OSINT methodology over tool dependency—know how tools work to validate results and troubleshoot failures.
Use bookmarklets not just for efficiency, but to demystify how data is extracted and to build trust in tool transparency.
Always double-check URLs for critical syntax (e.g., '@' symbol in TikTok) to avoid simple but costly errors.
AI is a powerful companion for OSINT, but it cannot replace human verification, source tracing, or contextual judgment.
Documenting your investigative steps—especially in law enforcement—is crucial for accountability and reproducibility.
…and 3 more takeaways available in PodZeus
Welcome & Conference Announcements
The episode opens with a welcome to Season 6 of the Layer 8 Podcast, sponsored by Compass CyberGuard. The hosts announce key upcoming events: the Layer 8 Conference in Boston (June 5–6, 2026), and the announcement of Micah Hoffman as the OSINT keynote speaker.
Guest Introductions & Backgrounds
Micah Hoffman and Lisette Abercrombie introduce themselves, sharing their extensive backgrounds in OSINT—Micah as a trainer and tool developer, and Lisette as a Dutch police OSINT specialist with nearly 15 years of experience.
OSINT Keynote & Two-Day Training Class
“We're going to actually be doing the data collection and a lot of analysis too.”
Methodology Over Tools: The Core Philosophy
“If you don't understand what it did, how it worked, maybe some of the risk to your environment or to your investigation by using this tool...”
Bookmarklets: Transparency & Accessibility
“You don't need to have programming skills to do such a simple task and I hope at least and I think micah can agree with me on this is that if students know how easy this is they will maybe be more eager to pursue it on themselves.”
“If you don't understand what it did, how it worked, maybe some of the risk to your environment or to your investigation by using this tool...”
“I think turning your fails into learning moments and especially sharing those, I hope that by sharing the fails that I've had that people will not make the same mistake twice.”
“We're going to actually be doing the data collection and a lot of analysis too.”
Host
Guests
Micah Hoffman
person
Lisette Abercrombie
person
AI
other
Patrick
person
TikTok
other
Bookmarklets
product
Layer 8 Podcast
media
Layer 8 Conference
other
Snapchat
other
other
Episode 141: Carter Zupancich - Vishing with AI
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Episode 142: Learning Covert Entry with Brian Harris
Layer 8 Podcast • 52m • 4/20/2026
Episode 144: Gunther Royen and Scott McLean
Layer 8 Podcast • 33m • 5/5/2026
Episode 145: Brett Redman of OSINT Industries
Layer 8 Podcast • 40m • 5/11/2026
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