Whitesmith
@whitesmithco
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AI Agency sharing of building better digital product and processes through #AIenablement
London, UK
Joined May 2013
AI is reshaping healthcare, and the real opportunity lies in transforming complex, fragmented data into clear, personalised daily guidance. We have been exploring how AI can unlock new kinds of health experiences that go far beyond generic wellness tips. The AI Methylation Coach
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Directly from our last webinar, The AI multiplier, here is one of the topics addressed in the Q&A section.
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Run a private AI workshop on your own machine Managing the full lifecycle of a model—from fine-tuning to adding knowledge—used to mean complex cloud setups. New local-first tools like KilnAI now bundle these powerful capabilities into a desktop application. - Fine-tune
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Build private AI features that work entirely on a user's device The trade-off between powerful AI and user privacy is shrinking. New, efficient models like Google's EmbeddingGemma are now small enough to run complex language tasks locally on a user's device. - Power a semantic
deepmind.google
Gemma is a collection of lightweight, state-of-the-art open models built from the same technology that powers our Gemini models
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THE NEWLY POSSIBLE #2🗞️ Here is what is newly possible… 1. Build private AI features that work entirely on a user's device 2. Run a private AI workshop on your own machine
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From inconsistent releases to 3.5 features/week! Electica, a fast-growing political ad tech company, scaled its innovative platform with our Fractional CTO leadership & AI enablement. Key wins: - 150% higher output (3.5 features/week vs. 2 goal); - PRDs in 1 hour (down from a
whitesmith.co
Scale faster with fractional CTO leadership and AI enablement
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2. Get the strategic gist of dense AI research papers, fast with @EmergentMind The firehose of AI research on arXiv is nearly impossible to keep up with. A new service, Emergent Mind, now uses AI to distil the latest papers into clear summaries the moment they're published. -
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1. Analyse logs and fix servers with an AI agent inside your SSH session with @warpdotdev Until recently, AI co-pilots stopped at your laptop. With Warp’s new SSH support, you can now bring its AI agent into a live server session. That means you can: - Ask an AI to comb through
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THE NEWLY POSSIBLE #1🗞️ Here is what is newly possible… 1. Analyse logs and fix servers with an AI agent inside your SSH session; 2. Get the strategic gist of dense AI research papers, fast. AI is moving fast. By the time you’ve worked out how to use last week’s release, the
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Healthcare is one of the verticals we have been exploring, and with AI, several opportunity areas can have a massive impact on people. Here are some takes on how to find opportunities in the healthcare space by our CEO @rjegundo
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At our last hackathon, our mobile developer, Ricardo, needed to programmatically access his health data from a government portal with no public API. Instead of spending days reverse-engineering it, he tried a new AI workflow: - Used Proxyman to capture a live HTTP request from
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Treating AI as a core engineering capability instead of just a personal productivity hack helped us transform key workflows: 1. We streamlined QA documentation for complex features, reducing a 4-hour manual process to a 30-minute review. An 87% reduction that frees up our team
whitesmith.co
A practical framework for turning scattered AI experiments into a strategic engineering advantage.
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Sometimes, the key to unlocking velocity isn't more people, it's the right leadership to focus the talent you already have. Read the full case study of our work with Electica!
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One more interesting project directly from our AI hackathons!
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This question frequently arises in our meetings with clients, and it was also addressed in the Q&A section of our last webinar.
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Hot take: Don't fire your AI coder, give it a product manager. Your CLI coding assistant is a super-fast junior dev, it's brilliant at executing well-defined tickets. But it can't plan an epic, it needs a "sprint planning session." Use a massive-context AI to act as your "AI
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AI lets anyone build tools fast, but without structure, that speed creates maintenance nightmares. The fix isn't less AI, it's a better process! Three rules that actually work: 1. Start with a PRD, even for internal tools: Define success criteria before prompting. What
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Join us on November 13 for our webinar focused on AI for tech teams! We will be sharing how we are utilising AI to deliver faster with high-quality results. https://t.co/o63hupRtCz
app.livestorm.co
Engineering leaders are under pressure to deliver more without growing headcount. AI is already reshaping how software is built, but most teams are still experimenting on the surface. In this onlin...
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Your AI coding assistant is great for small fixes, but struggles with large epics, such as "refactor the whole auth system". Why? You're asking a junior dev to do an architect's job without a plan. The fix is an agile workflow for AI: 1. PLANNING: Use a large-context AI (Gemini
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This has been one of the topics on our slack this week - are you trying this?
This is absolutely insane and proof that voice is about to transform the workplace. At Wispr, employees use voice hundreds of times a day to multitask across their entire workflow. Here’s one dev using Cursor and Gmail simultaneously, all through WHISPERING, on a $10 mic.
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