AI for Breakfast

Chris Witham • May 3, 2024

Post 108 - Fun Friday

Jack and Jill


In the quaint village of Whistler's Grove, Jack and Jill were more than just nursery rhyme characters; they were the heart of local folklore and known for their mischievous adventures. One foggy evening, they set off for Weldon Hill, ostensibly to fetch a pail of water from the old well at its summit, a spot rumoured to hold more than just water but hidden secrets too.

As twilight descended, the siblings reached the crest of the hill. The well, a crumbling stone structure, stood eerily silent. Jill, ever the braver of the two, peered into its depths, her eyes scanning the shadows. "Jack, do you hear that?" she whispered. A faint, metallic clinking sound echoed from below, like a chain gently swaying.

Jack, curious and slightly unnerved, leaned over the edge alongside Jill. "There’s something down there," he said, his voice barely above a murmur. They retrieved their old, trusty rope from their backpack and fashioned a makeshift grappling hook. With a collective breath, they lowered it into the well's dark abyss.

Minutes passed like hours until the rope tugged back. Jill’s hands trembled as they pulled it up, revealing a rusty old key attached to the hook. Puzzled, they examined it, noticing an engraving of a crest they had seen in the local history books—the emblem of the founding family of Whistler's Grove.

The mystery deepened as they recalled legends of a hidden chamber beneath the well, sealed for centuries. Could this key unlock it? Their hearts raced with the thrill of potential discovery and the fear of what lay below.

As night cloaked the sky, the wind carried whispers around them, the voices of past seekers perhaps, warning or beckoning. With the key clutched tightly, they prepared to descend into the well, unaware that back in the village, their absence had sparked concern.

The village constable, a stout man with a keen sense for trouble, noticed the light in the siblings' cottage had not been lit. Knowing their penchant for adventure, he followed their trail up Weldon Hill.

Just as Jack and Jill reached the bottom of the well, their lanterns casting long shadows against damp walls, they discovered a heavy stone door. The key fit perfectly, and with a turn, it groaned open, revealing a hidden room filled with artefacts and documents—proof of the village’s founding myths.

Their exploration, however, was cut short by the constable’s voice echoing down the well. “Jack, Jill, are you down there?” Relief mixed with frustration in his tone.

With the constable’s help, they ascended, the key and a handful of documents in tow. The village buzzed with excitement as Jack and Jill recounted their adventure. The mystery of Weldon Hill was partly solved, but many questions lingered, promising more adventures to come. The key had opened more than just a stone door; it had unlocked a new chapter in the village’s history, weaving Jack and Jill into the fabric of local legend.

Lines of colorful computer code on a dark background.
By Chris Witham December 11, 2025
Where AI really helps your Business If you spend any time on LinkedIn or X, you’ll have seen bold claims about how AI can help you build software in a matter of days. There’s a lot of excitement, a lot of big promises, and a fair bit of confusion for business owners trying to work out what’s real. A new term doing the rounds is “Vibe Coding” —the idea of describing what you want to an AI assistant and having it generate the code for you. It’s becoming popular because it can move things forward quickly and help people explore ideas they wouldn’t have been able to create alone. And the truth is, it does have its place. The challenge isn’t the technique. It’s the expectation that AI will automatically deliver finished, reliable, production-ready tools without any real design or thinking behind them. AI accelerates the work you already do well Used properly, AI can: • Remove huge amounts of repetitive work • Speed up drafting and iteration • Generate working prototypes in hours • Help non-technical people explore ideas • Improve documentation, planning and communication This is where it shines. But it still needs clarity, structure, and well-designed processes around it. It’s like having a very fast assistant rather than a fully formed development team. Why many AI projects don’t deliver what people expect Independent research this year showed a clear pattern: • Many early AI initiatives failed to produce measurable business value • Companies abandoned AI ideas because they couldn’t scale or integrate them • The gap between an impressive demo and a reliable tool is larger than people thought This doesn’t mean AI is overhyped. It means teams jumped straight to execution without the groundwork. The technology isn’t the issue. It’s the approach. Small businesses don’t need Enterprise Platforms Most UK small businesses don’t need to build a full software product. What they actually need is: • Better workflows • Faster content generation • Clearer communication • Improved customer support • Tools that reflect the way they work • Consistency and repeatability AI is perfect for this. A custom GPT trained on your tone, your documents and your processes can become: • A writing assistant • A customer support helper • A knowledge base navigator • An internal guide for staff • A quality-control layer • A process automator No engineering team needed. No complex infrastructure. No stress. Where AI builds real value right now AI works best when it’s part of a thoughtful, guided approach: • Define the outcome you want • Build a lightweight prototype (AI helps here) • Add structure, rules and guardrails • Connect it to your real workflow • Test it with real users or staff • Iterate until it feels natural You can still move fast. You just avoid building something brittle that breaks the moment it’s needed. The key insight: AI doesn’t replace expertise, it amplifies it AI is at its strongest when someone knowledgeable decides: • What it should do • What it shouldn’t do • How it should behave • What tone it should use • How it fits into the business • What checks and constraints matter That’s where tools like custom GPTs genuinely shine. They’re not software products in the traditional sense. They’re flexible assistants shaped around your business. With the right design, they can save huge amounts of time and deliver consistent, practical value without any of the complexity of building a full system. A more useful way to think about AI in 2026 Instead of “AI will build everything for you”, a healthier mindset is: AI speeds up the work, but you set the direction. For small businesses, that’s more than enough to make a real difference.
By Chris Witham August 21, 2025
Website Planet Interview
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