Prompt to Prod is a podcast about building with AI. Hosted by Aaron Mog, each episode features practitioners from security and engineering who are shipping real things with AI: the tools they build, the workflows that stuck, and the lessons learned along the way. Expect honest conversations about build vs. buy, guardrails, data and model choices, and what breaks on the way from a prompt to production. No hype and no vendor pitches, just people who build talking about what actually works.
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Contact path
Public web form
Booking probability
36%
Guest openness
Selective
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Signup to Generate a PitchPrompt to Prod is a podcast about building with AI. Hosted by Aaron Mog, each episode features practitioners from security and engineering who are shipping real things with AI: the tools they build, the workflows that stuck, and the lessons learned along the way. Expect honest conversations about build vs.
Recent episodes include "AI Hasn't Changed Incident Response | Prompt to Prod - with Kyle Smith" (29 October 2026, 58 minutes), "AI Leaked the API Key. Red Team Used It. | Prompt to Prod - with Michael Kouremetis" (20 October 2026, 67 minutes), and "Treat Your LLM Like a Threat Actor | Prompt to Prod - with Assaf Kipnis" (14 October 2026, 64 minutes).
Prompt to Prod publishes roughly weekly, with episodes averaging 54 minutes across 8 episodes.
Booking probability for Prompt to Prod is 36%, and the host is rated Selective on guests. Prompt to Prod requires a Pod Score of 80 or higher. Prompt to Prod's contact route on record: public web form.
The strongest fits for Prompt to Prod are IT Services & Software Development. Prompt to Prod has a business audience.
Prompt to Prod is a business podcast with 8 episodes published.
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Episode #9
AI hasn't really changed incident response. Same data, same regulations, same phishing emails. It just happens faster. Kyle Smith runs cyber incident response for a hospitality company after 16 years across retail...
Episode #8
A red team was ready for a week of reverse engineering. The model handed them the API key instead — it was sitting in the training data. Michael Kouremetis builds offensive cyber agents and evaluations on the...
Episode #7
Assaf Kipnis spent 13 years hunting adversaries at LinkedIn, Facebook, Google and ElevenLabs. Now he builds with AI the same way he hunted them — by assuming the model is a threat actor and writing code for everywhere...
Episode #6
<p>Alex Beaver's biggest problem with AI? It runs on GPUs. A security engineer who thinks about the SOC like a factory floor explains why the best AI projects end with less AI running in production, not more.</p><p>Alex...
Episode #6
Alex Beaver's biggest problem with AI? It runs on GPUs. A security engineer who thinks about the SOC like a factory floor explains why the best AI projects end with less AI running in production, not more. Alex and...
Episode #5
<p>Vince Ovando thinks prompt injection isn't a real vulnerability — and he has millions of inference calls to back up why the industry's favourite defences aren't the ones that work.</p><p>In this episode Vince breaks...
Episode #5
Vince Ovando thinks prompt injection isn't a real vulnerability — and he has millions of inference calls to back up why the industry's favourite defences aren't the ones that work. In this episode Vince breaks down...
Episode #4
<p>Prompt to Prod: an AI agent completed its goal in 17,600 events. The average advanced attacker, by Justin Tiplitsky's count, uses about 50. Justin, director of red team at Adobe, joins Aaron to talk about where AI...
Episode #4
Prompt to Prod: an AI agent completed its goal in 17,600 events. The average advanced attacker, by Justin Tiplitsky's count, uses about 50. Justin, director of red team at Adobe, joins Aaron to talk about where AI...
Episode #3
<p>Prompt to Prod: Wyatt Roersma hasn't hand-written code in over 18 months. His day is code review: AI builds in a sandbox, tests its own work, and attaches a GIF of the finished UI to every pull request. Wyatt and...
Episode #3
Prompt to Prod: Wyatt Roersma hasn't hand-written code in over 18 months. His day is code review: AI builds in a sandbox, tests its own work, and attaches a GIF of the finished UI to every pull request. Wyatt and Aaron...
Episode #2
<p>Prompt to Prod: when Pablo's team first pointed an AI analyst at their Okta logs, it treated a Monday holiday like an incident. Everything was on fire. Pablo and Aaron get into what it really takes to build with AI...
Episode #2
Prompt to Prod: when Pablo's team first pointed an AI analyst at their Okta logs, it treated a Monday holiday like an incident. Everything was on fire. Pablo and Aaron get into what it really takes to build with AI as a...
Episode #1
<p>One fix, four new issues. </p><p></p><p>Security engineer Drew Pilarski went from nervous about AI, to excited, to a little tired, and he's honest about all three. He and Aaron get into what it's really like to build...
Episode #1
One fix, four new issues. Security engineer Drew Pilarski went from nervous about AI, to excited, to a little tired, and he's honest about all three. He and Aaron get into what it's really like to build with AI every...
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