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A bot that hunts RFPs for you sounds like a cheat code until you have to decide what you trust, what you verify, and what you never delegate. We walk through a real hybrid AI setup where Grok handles internet-facing scraping and link gathering, then a local LLM takes over for summarizing, classifying, and formatting clean output you can actually use for sales pipeline work. It’s the kind of automation that turns “I should check that site someday” into a Monday-morning CSV you can act on.

From there, we get into the uncomfortable but necessary part: AI security and access control. We talk about MCP bridging, why we keep hard separation from credentials, and how easy it is to accidentally weaken your own guardrails when an agent is listening for commands. We also compare local LLM performance on a Mac Studio versus an older Nvidia card, and why raw speed changes whether AI is a fun experiment or a practical daily tool.

Then we zoom out to what’s changing fast: AI-assisted coding that can recreate software behavior from UI images, the tedious reality of debugging AI-generated apps, and what “copying” even means when source code isn’t available. We round it out with policy and power, including license plate camera surveillance and major shifts in ATF posture around forms, suppressor transfers, and the possibility of selling certain post-1986 government-purchased full-auto firearms to the public.

Subscribe for more candid, technical conversations, share this with a friend who’s building agents, and leave a review if you want us to keep pushing deeper. What part of AI automation do you want us to test next?

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Diesel costs more than gas in places it never used to, and that single fact ripples into shipping, groceries, and basically every price tag you touch. We dig into why the diesel versus crude oil relationship feels “off,” what global refining constraints might be doing, and how energy decisions like coal gasification and cleaner syngas concepts can look brilliant on paper and still fail in the real world.

From there we jump hard into tech and AI, because the conversation keeps pointing back to the same question: how do you run modern systems efficiently? IBM’s NorthPole processor is a perfect example, pushing AI inference with on-chip memory and architecture choices that challenge the default “just add GPUs” mindset. We also talk about the weirdly impressive reality of AI-built software, including a slick task manager style app that appears to come from a tiny prompt, plus the uncomfortable side of code provenance and trust.

The episode stays informal and wide-ranging: conference travel, vendor dinners, airport parking hacks, and why some of us don’t want vehicles that can be remotely disabled. We also hit Hollywood’s shrinking job market, the idea that managers may be uniquely good at “managing AI,” and a few practical life topics like Proton Mail, Signal, sleep studies, CPAP tradeoffs, GLP-1s, and peptides. If you like candid conversations about cybersecurity culture, AI trends, privacy tools, energy economics, and the messy reality between headlines and real life, this one’s for you.

Subscribe so you don’t miss next week, share this with a friend who loves tech and systems talk, and leave a review with your hottest take: are GPUs still the future, or is inference-first hardware about to take over?

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A cheap TV, a goofy fishing game, and an AI that rewrites code in under two hours sound like three unrelated stories. They’re not. We follow the same thread through all of them: incentives shape behavior, and the hidden costs show up later, whether that cost is privacy, quality, or resilience.

We start with a ridiculous little Steam fishing game that turns into a crash course on speedrunning culture. Watching streamers struggle for hours while a world-record run finishes in minutes forces a real question: when does “smart play” become exploiting broken mechanics, and why do we sometimes prefer watching someone else do the thing we were about to buy?

Then we pivot into economics and tech reality. We talk through the Texas Stock Exchange narrative and why big companies might move listings to reduce legal exposure, not just to chase vibes. That leads into workforce incentives, productivity differences we’ve seen firsthand across countries, and the uncomfortable debate around hiring, offshoring, and what AI means for developer jobs.

Finally, we land on the privacy and security angle that ties everything together: smart TVs and the modern ad business, what reporting suggests about tracking, and why “smart” home devices can quietly become part of your threat model. If you care about AI coding, software engineering, smart TV privacy, cybersecurity, and the real cost of convenience, you’ll find plenty to argue with us about.

Subscribe for more, share this with a friend who loves tech debates, and leave a review with your take: what’s the best tradeoff between convenience and control?

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Want to hear old episodes? All subscribers have access to the full back catalog of episodes and specials! Just Two Good Old Boys (Just Two Good Old Boys +)

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A browser pins the CPU, a photoreal shooter makes us rethink what “graphics” even means, and then we stumble into something we did not expect to be discussing on a government domain: Arcade.gov. That whiplash sets the tone. We talk through what’s actually happening with GPUs, DLSS hype, and why the demo footage you see online often comes from absurd hardware setups that don’t match real-world PCs. If you care about PC building, SSD pricing, and the chip shortage cycle, we share a grounded way to think about timing, optimization, and when waiting can save you a lot of money. 

Then we shift into policy and incentives: Trump accounts, election procedure headlines, and a longer argument around the H1B visa program and spouse work authorization. Love it or hate it, the system shapes company behavior, and we connect that to a painfully real outsourcing story where costs balloon, accountability disappears, and proprietary source code becomes leverage. If you run a business, manage a tech team, or buy outsourced development, this part is a blunt checklist of what can go wrong and how to reduce the blast radius. 

We wrap with cybersecurity and privacy in plain language: Iran cyber threat headlines versus the reality of exposed systems, default passwords, Shodan, and why water utilities and other critical infrastructure need basic security controls before they need buzzwords. We also get into why biometric data breaches are different, plus a detour into NIL money and college football’s accelerating move toward an NFL-style pipeline. Subscribe, share this with a friend who loves tech and current events, and leave a review with the moment where you laughed, cringed, or learned something useful.

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Want to hear old episodes? All subscribers have access to the full back catalog of episodes and specials! Just Two Good Old Boys (Just Two Good Old Boys +)

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Google renaming a Great Lake sounds like a throwaway meme until you realize how often “official reality” now flows through platforms, maps, and viral screenshots. We start with the Lake America joke and then follow the thread into something more revealing: the way online narratives can act like soft power, shaping what people expect governments and corporations to do next. 

From there we bounce through the week’s whiplash mix of tragedy and culture: the frightening Nepal flood footage and the rush to explain it, the passing of Dolly Parton and what her image meant across decades, and a blunt detour into modern dating uncertainty and sexual health. We talk about the long shadow of AIDS, what PrEP claims to change, and why “risk math” often shifts behavior more than any public health message. 

Then we go full geopolitics and infrastructure. Venezuela oil deal rumors turn into a discussion about sovereignty and backlash, and the CIA director’s quick Moscow visit raises the obvious question: what would be so sensitive it can’t be said over a phone line? We also dig into chips, AI demand, SpaceX scaling plans in Louisiana, and the domestic side of power including the ATF hack, gun law wins, and the fast-changing suppressor market. 

If you like unfiltered current events, geopolitics, tech industry talk, and hard opinions that connect dots across the news, hit subscribe, share this with a friend, and leave a review so more people can find the show.

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Want to hear old episodes? All subscribers have access to the full back catalog of episodes and specials! Just Two Good Old Boys (Just Two Good Old Boys +)

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They tell us suppressors are “rare,” then the numbers drop: millions sold even with a $200 tax stamp, and prices racing toward the kind of mainstream affordability that makes bans politically impossible. We talk through the latest gun rights wins, what “common use” really means, and why taking imperfect victories still changes the battlefield for the ATF, lawmakers, and everyday buyers.

Then the mood flips to something darker and more urgent: surveillance. Flock cameras and license plate readers promise safer streets, but we lay out the civil liberties cost of permanent, warrantless tracking, especially when these systems get installed on easements that feel like private space. We compare private security cameras to government linked databases, dig into why default logins and exposed APIs are predictable disasters, and argue for strict warrant style limits that resemble wiretap rules rather than blanket recording.

From there we connect the dots to policing culture and accountability, including how “the arrest is the punishment” plays out in real life and why trust collapses when the rules are asymmetric. Along the way we hit midterm election dynamics, geopolitics and energy chokepoints, the WNBA’s brewing fairness fight in women’s sports, plus a few lighter detours that somehow still circle back to incentives and power.

If you got a strong take on suppressors, surveillance cameras, or policing reform, we want to hear it. Subscribe, share this with a friend who argues both sides, and leave a review so more people can find the show.

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Want to hear old episodes? All subscribers have access to the full back catalog of episodes and specials! Just Two Good Old Boys (Just Two Good Old Boys +)

Communicate with us directly on x.com by joining the Good Old Boys community!  https://x.com/i/communities/1887018898605641825

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A lot of people talk about AI like it’s either the end of creativity or a magic button for instant content. We don’t buy either story. We sit down with Dong P. Bongwater, a creator known for sharp political satire and internet-character cartoons, to dig into what it actually takes to make AI video content that feels intentional, funny, and watchable for more than 10 seconds.

We get into the craft behind crude comedy, why pacing and contrast matter, and how a “one person studio” mindset changes everything. Don breaks down his real workflow: generating short clips, iterating until a scene hits, editing as he goes, and even creating live on stream while chat throws curveballs. We also talk tools and tradeoffs, from local AI for privacy and uncensored experimentation to premium cloud models for cinematic quality and safer alignment with YouTube rules.

Then we zoom out to the creator economy. React videos can multiply exposure but not necessarily income, so we debate what fair support looks like, why creators hesitate to ask, and how value-for-value can keep the best independent work alive. If you care about generative AI, AI filmmaking, content creation, monetization, and the future of internet culture, this one is a ride. Subscribe, share this with a friend who argues about AI, and leave us a review with your take: should react channels pay the original creator?

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Want to hear old episodes? All subscribers have access to the full back catalog of episodes and specials! Just Two Good Old Boys (Just Two Good Old Boys +)

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A chip factory the size of a city sounds like a meme until you run the numbers. We unpack the Terafab claims, why “a hundred million square feet” would be a world-changing bet on domestic semiconductor manufacturing, and what it could do to the cost of microprocessors, AI hardware, and data center capacity. Then we follow the thread where it always leads: power. If compute gets cheap, electricity becomes the bottleneck, and we talk candidly about energy options, efficiency ceilings, and why Moore’s Law never promised your grid would keep up.

We also shift from industrial-scale tech to personal-scale economics with a surprisingly practical segment on YouTube monetization. We talk watch time versus subscriber count, why tutorial and training content can earn real money without chasing controversy, and how understanding your audience demographics changes the kinds of sponsors and ads you should pursue. If you’ve ever wondered whether creating is “worth it,” this section gets concrete fast.

The back half turns to law, privacy, and institutional behavior: an active shooter story that spotlights how armed citizens can disrupt outcomes, a major suppressor and NFA ruling with real implications for Texans, and why enforcement and dealer risk tolerance matter as much as headlines. We also dig into license plate reader surveillance, predictable abuse of access, border-search phone security, plus a rapid-fire run through culture and politics including birthright citizenship arguments and the return of SAT requirements. If you like conversations that connect tech, incentives, and governance without pretending the tradeoffs are clean, you’ll feel at home here. Subscribe, share this with a friend who’ll argue back, and leave a review with the one topic you want us to go deeper on next time.

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Want to hear old episodes? All subscribers have access to the full back catalog of episodes and specials! Just Two Good Old Boys (Just Two Good Old Boys +)

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Shrimp and grits

Ingredients

Grits:

• 2 Tbsp. beef tallow
• 1 medium shallot, finely chopped (about 1/4 cup)
• 3 cups chicken broth
• 1 cup whole milk
• 1 tsp. kosher salt
• 1/4 tsp. black pepper
• 1 cup uncooked quick-cooking grits
• Cheddar cheese, shredded (about 1 1/2 cups)
• 1/4 cup heavy whipping cream

Shrimp:

• 2 Tbsp. beef tallow
• 1 lb. jumbo raw shrimp (about 16 shrimp), peeled fuck de-veining
• 1/2 tsp. kosher salt
• 1 pack  Andouille sausage
• 1/2 cup finely chopped yellow
• 1/4 cup finely chopped green bell pepper
• 1/4 cup finely chopped celery 
• 1 small tomato, seeded and finely chopped
• minced garlic to taste
• Tony’s to taste
• 1/2 tsp. black pepper
• 2 cups chicken broth
• 2 Tbsp. heavy whipping cream
• 2 tsp. fresh lemon juice (from 1 lemon)
• 1 Worcestershire sauce
• 1/2 cup thinly sliced scallions

Directions

Melt 1 tablespoon of the butter in a large saucepan over medium-high. Add shallot, and cook, stirring occasionally, until softened and translucent, about 2 minutes.

Add broth, milk, salt, and pepper to saucepan, and bring to a boil over medium-high. Slowly whisk in grits, and reduce heat to medium. Cook, whisking often, until grits are thickened and tender, about 5 minutes.

Remove saucepan from heat; whisk in cheese, cream, and remaining 1 tablespoon butter until smooth. Cover and keep warm.

Heat oil in a large nonstick skillet over high. Add shrimp, and sprinkle with salt; cook, undisturbed, until golden brown, about 2 minutes. Flip shrimp, and cook, undisturbed, until lightly browned but not cooked through, about 1 minute. Transfer to a plate.

Reduce heat in skillet to medium-high; add sausage, and cook, stirring occasionally, until browned, about 4 minutes.

Stir in onion, bell pepper, and celery; cook, stirring often, until tender and beginning to brown, about 3 minutes.

Add tomato, garlic, Cajun seasoning, and black pepper to skillet; cook, stirring constantly, until fragrant, about 1 minute.

Stir broth, cream, lemon juice, and Worcestershire into skillet; cook, stirring occasionally and scraping up browned bits from bottom of skillet, until slightly reduced and thickened, about 10 minutes. Return shrimp to skillet, and coat in sauce; cook until cooked through, about 1 minute.

Red Beans and Rice

Ingredients:

Pickled Pork

• 2 cups water
• 1 cup apple cider vinegar
• 1/4 cup kosher salt
• 6 cloves garlic, peeled and crushed
• 2 tablespoons sugar
• 2 tablespoons yellow mustard seed
• Tabasco to taste
• 3 bay leaf
• 1/4 teaspoon whole black peppercorns
• Ice too cool it down
• 1 1/2 pounds fresh boneless pork butt, cut into cubes
• Tony’s to taste

For the beans

• 2 tablespoons Beef Taleo
• 1 pack of Zummos Andouille Sausage halved and sliced
• 1 medium onion, chopped
• 2 medium green bell peppers, chopped
• 3 stalks celery, chopped
• 2 teaspoons kosher salt
• 1 teaspoon freshly ground black pepper
• 5 cloves garlic, minced
• 12 ounces pickled pork, cut into 1-inch pieces
• 5 bay leaves
• 1 teaspoon dried thyme
• Tabasco to taste
• Tony’s to taste
• 2 quarts water
• 1 pound red kidney beans, rinsed

Pickled Pork

• Combine all of the ingredients except the ice and the pork in a saucepan set over high heat and bring to a boil. Maintain a simmer for 3 minutes. Remove from the heat, add the ice and stir, enough to cool it down . Put the pork into a 1-gallon zip-top bag and add the cooled pickling liquid. Remove as much air as possible, then seal the bag and place in the refrigerator for 3+ days, turning the bag occasionally.

Red Beans and Rice

• Heat the Beef Taleo in a large  Dutch oven over medium-high heat. Add the onion, bell pepper, celery, salt, and pepper. Cook, stirring frequently, until the onions and celery are semi-translucent and the bell peppers are tender. Add the garlic and cook until aromatic . Add the pickled pork and Zummos Andouille Sausage, bay leaves, thyme, hot sauce, tony’s, water, and beans to the pot and increase the heat to high. Cook, stirring frequently, until the mixture comes to a boil, approximately 6 to 8 minutes.
• Decrease the heat to maintain a simmer, cover, and cook for 1 1/2 hours, stirring every 30 minutes. Uncover, increase the heat slightly to maintain a steady simmer and continue to cook until the beans are tender and the sauce is thickened to your liking, another 30 to 40 minutes. If you prefer an even creamier texture, mash some of the beans.

Redfish and Shrimp Puttanesca:

Ingredients 

• Approximately 1/2 cup olive oil 
• 1 cup finely chopped onion red and white 
• 8 cloves minced garlic 
• 2 (28-ounce) cans Roma plum tomatoes, broken into pieces, with juice 
• 1 cup tightly packed, pitted, and halved Kalamata olives 
• 2 tablespoons tomato paste 
• 4 tablespoons drained capers 
• 2 tablespoons minced anchovy fillets (about 8 fillets) 
• 1/2 cup fresh chopped oregano and coarsely chopped fresh Italian 
• 1/2 cup fresh basil leaves  
• dried crushed red pepper flakes 
• Salt as needed 
• 1 pound penne pasta, cooked to al dente 
• 1 pound head on Shrimp (16-24) 
• 1 pound Redfish fillet cut into 1/4” cubes  
• Bay leaves  

 Directions 

In a large pot heat the olive oil over medium high heat. Add the onion and saute until soft and lightly caramelized. Add the garlic and lightly caramelize. Add the tomatoes and the remaining ingredients except for seafood and simmer until the sauce is thickened and slightly reduced, about 40 minutes. Adjust seasoning, to taste. Add Redfish and allow to cook for 10 min. Add shrimp and allow to cook for 10 min; Add penne pasta to the pan and toss for 1 minute.  

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Want to hear old episodes? All subscribers have access to the full back catalog of episodes and specials! Just Two Good Old Boys (Just Two Good Old Boys +)

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The scariest “critical infrastructure hack” stories are rarely Hollywood level, and that’s exactly the problem. We walk through why multiple water treatment facilities have been hit across the US, how some systems end up exposed on the open internet, and why small utilities with tiny budgets become the easiest targets. If you’ve ever wondered what operational technology cybersecurity actually looks like in the real world, we translate it into plain language and focus on the part that matters: what fails, how it fails, and how to reduce the blast radius.

From there we zoom out into the incentives that shape everything around us, from media credibility whiplash to public policy that quietly invites fraud. We debate EBT misuse and what benefit programs should and should not cover, then pivot to H1B visas and how “modest” wage savings still push companies to choose cheaper labor while trapping workers in sponsorship dependence. The through-line is the same: when systems get big and bureaucratic, accountability gets blurry and the edge cases become the norm.

We also hit the cultural and tech signals you can’t ignore anymore: Flock surveillance cameras, cellular modems in cars, phone searches at the border, and why features like a GrapheneOS distress wipe suddenly matter. Add in a detour through DUI policing and why field sobriety tests are more subjective than most people think, plus Texas updates like Musk’s Terafab investment, robotaxis in Austin, and the brand-new Texas Stock Exchange.

If you like sharp takes mixed with practical preparedness and cybersecurity reality checks, this one is for you. Subscribe, share it with a friend who cares about infrastructure and privacy, and leave a review with the one topic you want us to go deeper on next.

Support the show

Want to hear old episodes? All subscribers have access to the full back catalog of episodes and specials! Just Two Good Old Boys (Just Two Good Old Boys +)

Communicate with us directly on x.com by joining the Good Old Boys community!  https://x.com/i/communities/1887018898605641825

Can't donate?
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Check out Gene's other podcasts -
podcast.sirgene.com and unrelenting.show

Read Ben's blog and see product links at namedben.com