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Two Failed Builds, a Conversation, and the Knowledgebase That Came Out of It
A client had already tried twice to build an AI-driven knowledgebase before I got involved: a vibe-coded custom RAG system first, then a Custom GPT setup. Both fell short in different ways. The fix wasn't a third rebuild, it was a conversation about what had actually gone wrong, and the taxonomy-first architecture that came out of it, now called Smart Knowledgebase.
Carrot Puree
A smooth, buttery carrot puree; great as a simple side or a base for other dishes.
Bacon-wrapped Green Beans
Green beans bundled in bacon and glazed with a brown sugar butter sauce.
Air Fryer Chicken Wings
Crispy air fryer wings, no deep fryer required.
Air fryer grilled cheese
A crispy grilled cheese made in the air fryer.
Saffron Risotto
Classic saffron risotto.
Creamy Garlic Parmesan Risotto
Rich, garlicky parmesan risotto.
Carrot Curry Risotto
A curry-spiced twist on classic risotto.
Crock-pot Beanless Chili
A bean-free, slow-cooker chili built for lazy weeknights.
AI Should Serve Your Process, Not Replace It
The question worth asking is where your current process is slower than it needs to be. That's what AI should actually speed up.
AI Doesn't Replace the Expert. It Multiplies Them.
Experienced practitioners with AI tooling produce roughly five times more output than before AI. That multiplier runs through the expert's own judgment and skill.
Automation Without Strategy Is Just Faster Chaos
Why the companies getting the most from automation mapped their processes before choosing any tools.
Expectations Management
Most disappointment isn't a failure of execution, it's a failure to agree on the target before starting. Set the expectation upfront and you remove the gap where disappointment lives.
Easy Fajitas
Weeknight fajitas that actually taste like the restaurant ones; the marinade is the secret.
Carrot Curry Risotto and Seasoned Chicken
A golden risotto fragrant with curry and sweetened by slow-cooked carrot, the kind of base that builds flavor quietly and earns every bite. Seasoned chicken rests alongside, simply prepared and nothing in the way. A dinner built around warmth.
Chicken Parmesan
A golden, herb-crusted chicken cutlet blanketed in marinara and finished with fresh parmesan, served alongside ruffled pasta that catches every drop of sauce. Classic Italian-American done right from the home kitchen.
Seared Scallops over White Rice
Plump sea scallops seared to a golden crust and set on a bed of fluffy white rice. Finished with a pinch of Portuguese flor de sal; a glass of white wine on the side says this is a proper occasion.
Steamed Broccoli with Melted Garlic Butter
Bright green broccoli florets steamed just past the snap, finished with a slow pour of melted garlic butter that settles into every crevice. The kind of side dish that ends up stealing the plate.
Backyard Slider Spread
Chicken burgers cut into pieces and stacked on slider buns with white cheddar, then finished under a torch to melt the cheese and toast the edges. A spread built from what was on hand, better for it.
Homemade Pizza
A cheese and pepperoni pizza on a stone, locked into a hot oven and bubbling toward perfection. There's a patience to homemade pizza, in the dough, the sauce, the wait, that makes the first slice all the more satisfying.
Stuffed Bell Peppers
One red, one yellow, each stuffed with a savory meat-and-rice mixture, topped with melted cheese and baked until tender. Simple, hearty, and the kind of dinner that makes the kitchen smell like home.
BBQ Chicken on the Blackstone
Eight chicken tenders glazed in barbecue sauce cooking on a flat-top Blackstone griddle. Two rows: the already-caramelized originals and fresh ones just hitting the heat. The outdoor griddle is a weekend ritual.
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