7MS #721: Fun Professional and Personal AI Project Ideas – Part 2
Release Date: 05/08/2026
7 Minute Security
Hey friends! Today’s episode is a two-parter: some security stuff up front, and then a big ol’ personal celebration on the back half. If you’re strictly here for the security bits, I love you and you’re free to bail after the first half. If you’re here for both, God bless you. Part 1: Kicking the tires on Insight Recon What it is: is an Active Directory security assessment tool out of Heath Adams’ new venture, . I signed up for early access a while back, finally got a login, and took it for a spin this week in my lab. Not a sponsor, not an ad — just a...
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Hey friends! Today’s episode comes to you from a parking lot in the rain, with a mint hot cocoa in hand and your host absolutely dragging his butt (D-R-A-G-G-I-N-G, not D-R-A-G-O-N – I’ve never seen a dragon’s butt and can’t speak to how mine compares). I’ve had a bunch of internals back to back lately and I’m basically a drooling dog who found a frisbee and refuses to put it down. Sleep be darned. So instead of walking through one test start to finish, I want to share a few things that have helped me claw out a foothold in environments that are otherwise really locked...
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Hey friends! Welcome back to another Tales of Pentest Pwnage — my favorite mini-series where I share the good, the bad, and the “why didn’t I check THAT first?!” moments from real-world engagements. Today’s story has a little bit of everything: a legit path to domain admin, some late-night rabbit holes, a lesson in humility, and a villain you’ve definitely met before. (Spoiler: it’s DNS.) A couple of quick plugs before we dive in: Private GOAD training is going strong! — We just wrapped a 3-day private session (7 students — that’s max capacity!) of our Active...
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Hey friends! Fair warning: today’s episode is a bit of an emotional rollercoaster — we’ve got a big security win, some honest lab feedback, and a very personal share about my dad’s funeral. Buckle up. certified, baby! — I’m officially a , courtesy of the folks at . It’s been a long time coming (I originally signed up for the live version and fell off after missing a couple Saturdays), but I came back for the self-paced 30-day version and finally finished the job. The lab experience — the good: — ~25 objectives, a solid lab guide, and a really fun...
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Hey friends! Still your grieving pal over here, but also your swarming friend and Protecting My Network Edge host — because this week I’ve been tinkering with something called and I’ve got my diapers on regarding it, but I really, really like what I see so far. Then, fair warning, I flip on the tangent light and verbally barf up some personal stuff at the end. I’ll make the hand-off super clear, so if you want your free security podcast to do exactly what you want and nothing else — totally fair, and you won’t offend me by hopping off. Here’s what we cover: ...
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Hey friends! Still your grieving pal over here, but also your happy hacking host — because today we’re diving into baby’s first ! (Yes, I’m probably pronouncing that wrong. Yes, I’m going to keep saying it anyway.) Quick housekeeping: A few days ago I published a mini-series episode from our series, where I shared the news that my dad passed away last Friday. So many of you reached out with condolences — thank you from the bottom of my heart. I’ll share a little life update at the end of this episode. But first — Dracarys! I didn’t know it existed until...
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Hey friends! This is a tough one to write. My dad passed away on Friday, and instead of the hacker-y tech episode I had planned, I pivoted to something more personal — another installment of our “Securing Your Family During and After a Disaster” series. I talk pretty raw and transparently today about loss, grief, and the practical stuff that makes a hard situation just a little less hard. Fair warning: it’s about death and dying, so if that’s not where your head is today, it’s totally okay to duck out – we’ll catch you next week. Here’s what I cover: My dad’s last...
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Hello friends! It’s been over a year since we did a dedicated mental health episode, so today I’m doing a big catch-up and running through my 7-point plan for being a more mentally secure me. None of this is professional medical advice (I am most definitely not a doctor or therapist — well, actually, I am in therapy, but that’s tip #5), so take what’s useful and leave what isn’t. Terms and conditions apply. Here’s my current mental health toolkit: Drink a ton of water — I try to chug a full Yeti thermos before my morning mint hot cocoa, then keep it going...
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Hello friends! I’ve been on a bit of an AI agent journey lately, and today I’m sharing my experience ditching OpenClaw and going all-in on — a self-hosted AI agent built by . A sold me on it, I wiped my Mac Mini (again), and baby’s first Hermes adventure began! Here’s what we get into today: Why I left OpenClaw — After getting the Mac Mini set up, OpenClaw left me feeling pretty meh: burning through API requests, random mid-conversation shutdowns, and a marketplace where the top listings were flagged as “potentially malicious.” Hard pass....
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Hey friends! Backups are not as cool as pentesting, but boy do they matter when things go sideways. This week I’m sharing how a Proxmox backup disk space meltdown led me to a completely overhauled — and honestly pretty bulletproof — backup setup for both home and work. Claude played a big role in helping me sort it all out. Here’s what we get into: The backup history tour — I’ve been through CrashPlan, Dropbox, Backblaze (which saved my bacon after my in 2019!), and a mystery one that may or may not have had “Panda” in the name. These days I’m settled...
info_outlineHello friends! Picking up the AI-automation series from a couple weeks back — here’s another batch of scripts and integrations that have been giving me precious minutes (and sanity) back. Yes, I had to upgrade to Claude Max. No, I’m not trying to automate myself out of a job — just freeing up bandwidth for the more interesting parts of work/life.
- QuickBooks invoice automation: Got tired of the eight-factor login plus click-fest just to send a few invoices. Now I run a PowerShell menu — type the client name, pick the project, enter the amount, hit Enter — done in ~30 seconds. The QuickBooks dev onboarding (security questionnaire, IP allowlist) was actually a bigger time sink than the script itself.
- Password Pusher API integration: A menu-driven PowerShell script that prompts for a label, pops an Explorer window to grab the files, optionally adds a password, then auto-drafts the client email with the secure link filled in. A few minutes saved each time, a couple times a day — adds up to some nice time saved!
- Basecamp + Claude: Linked Basecamp into a Claude project so I can ask plain-English questions like “what personal project tasks are due this month?” or just voice-note a new task while I’m in the car. Honestly the biggest win is anxiety reduction — once it’s in Claude, it’s out of my always-simmering pressure cooker of a brain.
- Blumira agent auto-installer for the GOAD lab: I revert the GOAD lab to vanilla a couple times a week, which means re-installing Blumira agents constantly to show clients the attack/defense telemetry side. Wrote a Kali-side script that uses NetExec over WinRM to check each box for the Blumira service and push the installer if it’s missing. (Tried SMB exec first, but escaping got wonky on the PowerShell one-liner.) Bonus: Blumira’s dashboard auto-removes agents that haven’t phoned home in 24 hours, which is a perfect fit for a lab that’s constantly getting nuked.
- Auphonic + API for podcast production: This one’s a little meta. Old workflow: record → drag into Hindenburg/GarageBand → manually line up intro and outro → noise reduction → export. New workflow: one terminal script that previews the first and last few seconds so I can trim silence, ships the audio to Auphonic via API, and returns a cleaned-up, levels-corrected MP3 plus a full transcript and auto-generated chapter markers. (If your podcast app supports chapters (like Downcast) pop open this episode or #720 and you’ll see them.) Next step: pipe the transcript straight into Claude for a show notes first draft.
One quick personal note before I run: my oldest son just landed an EMT job with a great Minnesota medical network, and is wrapping up paramedic school in a few months. I cried some happy dad tears today.