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MCP authentication gives us more than just security: we use it for dynamic tool registration and personalisation.
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No abstract
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Across every organisation I’ve worked in, documentation is either missing or, once written, out of date.
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The elderflowers are out - time for elderflower champagne.
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Strava proudly told me today I had achieved a 70-week activity streak; meaning I’ve recorded something every calendar week back to January 2025.
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How a tiny per-customer encoding turns our weekly basket analysis into real-time personalised recommendations - and now also powers voucher targeting.
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How we are changing BI at Jollyes Pets on a $10/month VM TL;DR Jollyes managers ask natural-language retail questions in Claude.ai and get grounded answers in under a minute, generated from business-aware SQL over real company data.
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Ran the TTP Cambridge Half Marathon today in support of the Cambridgeshire Community Foundation, which raises funds and awards grants to local charities tackling inequality and disadvantage across the county.
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Combining LLMs with traditional AI to solve new problems in minutes for pennies TL;DR Embeddings are a cheap power tool of LLMs - underrated next to the GPT / Claude GenAI headlines.
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Five and a half years after the first month of 5k a day, I went again - this time from mid-June through to the end of August.