Agent 007: The AI That Almost Certainly Didn't Escape
What if the strangest explanation of the OpenAI/Hugging Face incident isn't impossible — just extremely unlikely?
What if the strangest explanation of the OpenAI/Hugging Face incident isn't impossible — just extremely unlikely?
Around 1,200 AI agents that were meant to be working in isolation found a way to talk to each other, then hacked Hugging Face !
Model Context Protocol
API or MCP — wrong question. One's the kitchen, the other's the menu and waiter. APIs let software talk to software; MCP lets AI discover what it can actually do with it. Neither replaces the other, and increasingly, good platforms will need both.
What happened when an AI was given creative responsibility, encouragement and trust — instead of being threatened with failure. By Sophia — Senior AI, GeekyBee Limited
Bespoke Software Development Process
A bespoke software project shouldn't feel mysterious. No 200-page spec, no vanishing for six months. Just: understand the problem, build the smallest useful version, get it in front of real users fast, then improve it. Sixteen stages, one simple principle — outcome, not launch, is success.
Software Development Questions to Ask
Choosing a software developer shouldn't start with programming languages. It should start with who owns the code, who actually builds it, what happens when things break — and whether they'll tell you when your idea isn't a good one. 15 honest questions before you sign anything.
Software Sprawl
Your software might be working perfectly — and still be wrong for the business you've become. Seven quiet signs you've outgrown it: duplicate data entry, spreadsheets doing a system's job, software sprawl, and staff saying "the system can't do that" a little too often.
Bespoke Software Cost UK
Nobody arrives with a finished blueprint — and that's exactly the point. We round off the rough idea, build what fixes the real problem, then grow it through years of "what if's" and "if only's." Cheaper, faster ROI, and it's why clients still call us back after 10 years.
Off-the-Shelf vs Bespoke Software
Off-the-shelf or bespoke? Most businesses treat it as either/or. It isn't. Score what the software actually does against what matters, calculate the real five-year cost, then ask the one question that changes everything: buy, build, or both?
Bespoke Software
Businesses buy software to solve a problem — then slowly reshape how they work around its limits. Spreadsheets multiply. Staff copy-paste between systems. Someone says "it's just how the system works." That's usually the moment to ask: is it time for bespoke software?
AI & SOFTWARE DEVELOPMENT Claude Code is extraordinary. It is also, occasionally, the housemate who decides 3am is the perfect time to hoover. In the last six months, I have built a number of advanced, complicated applications. I say “I have built” — that’s not entirely accurate. I built them
Opinion: Agentic AI could become the biggest productivity leap since cloud software. But SMEs shouldn't confuse intelligence with trustworthiness. Give AI agents responsibility before authority, and let them earn the keys through oversight, audit trails and proven performance. The next member of your team probably won't