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Kevin spent a rainy weekend running up to 10 simultaneous Codex agents across three internal builds and burned two billion tokens. On a consumer plan, propped up by repeated usage resets, that cost him about $125. At retail API rates on GPT 5.6 high, the same weekend runs north of $8,000 to $10,000 and enterprise […]
LinkedIn is losing patience with AI slop and it’s not subtle about it anymore. There’s 20-25% more AI-generated content on the platform right now, engagement is down 17%, and LinkedIn just added a complaint button that sends a negative signal straight to the algorithm when users flag a post. If your team has an automated […]
Most organizations pick AI tools by asking the wrong question. They benchmark capability, compare feature lists, and choose the most powerful option then wonder why adoption stalls at 10-15% six months later. Kevin and Matt Graham dig into the real selection criteria leaders should be using, and why usability almost always beats raw capability when […]
Most companies are repeating a 100-year-old mistake with AI and the history of factory electrification explains exactly why. In this conversation, Kevin Williams and Matt Graham trace the parallel between the factories that plugged in electric motors without redesigning their floors and the organizations today that are adding AI tools without touching the structures underneath […]
Anthropic and OpenAI didn’t deploy billions into embedded engineering organizations because they suddenly got interested in consulting. They did it because a trillion dollars a year in AI infrastructure only gets paid for one way: token consumption at scale. And that only happens when organizations actually know how to use the tools. The McKinseys of […]
Most leaders assume they need to hire technical talent before their organization can move seriously on AI. Wyatt Barnett runs AI at an 80-person trade association with no engineering staff and no CTO and he’s built more working AI capacity than most companies twice his size. The model is simpler and more replicable than you’d […]
Most people heard “Claude Code” and assumed it was a developer tool. Kevin Williams and Matt Graham from Rapid Dev are here to correct that assumption and explain why the goal-oriented loop logic at the core of Claude Code might be the most underused productivity feature available to business leaders right now. This conversation started […]
95% of AI pilots fail to reach production, but it’s not because of the technology. Brett Schklar, CEO of AI First Leadership and author of “AI Without the BS,” has tracked AI adoption across 1,800 companies over two years and discovered the real bottleneck: the “frozen middle.” In this conversation, Brett reveals why senior managers […]
When AI models hallucinate confidently while burning through your token budget, you need more than better prompts you need better processes. In this episode, Kevin and Eli explore the reality of working with AI that lies while you pay, the evolution from saved prompts to voice-triggered workflows, and why validation loops matter more than model […]
Kevin and Eli dive deep into the hidden costs of AI productivity gains, exploring how cognitive overload and social isolation are creating a new form of workplace burnout that organizations aren’t prepared to address. In this candid conversation, they share their personal experiences with AI work density accomplishing 80-100x more work daily while feeling more […]
