Leon Revill 🇬🇧

CTO 🚀 | Engineer at Heart 🛠️ | Translating complex tech into clear value for teams & stakeholders💡| Decoding the noise in tech at 👨🏻‍💻

[Leon Revill 🇬🇧 @DenoiseDigital]

We don't need better prompts. We need better context. That's the future of reliable AI. 🔮

Read more 👉 https://t.co/O17Y2ddILD

#SoftwareEngineering #SoftwareDevelopment #Programming

[Leon Revill 🇬🇧 @DenoiseDigital]

An LLM is only as good as the information you feed it. Feed it quality, get quality back. 🍽️

Read more 👉 https://t.co/c8Usc5Ty9l

#SoftwareEngineering #SoftwareDevelopment #Programming

[Leon Revill 🇬🇧 @DenoiseDigital]

Building reliable AI is unglamorous work. It’s cleaning data and defining schemas, not magic tricks. 🧹

Read more 👉 https://t.co/ulPcBYFmcl

#SoftwareEngineering #SoftwareDevelopment #Programming

[Leon Revill 🇬🇧 @DenoiseDigital]

If you want software people trust, stop treating context as an afterthought. It's the foundation. 🧱

Read the full article: What is Context Engineering? The Architecture of Reliable AI
▸ https://t.co/kMg28FoOXh

#SoftwareEngineering #SoftwareDevelopment #Programming

[Leon Revill 🇬🇧 @DenoiseDigital]

A 1 million token context window isn't a silver bullet. It's often just more noise. 🔇

Read more 👉 https://t.co/ibcna1Jqgl

#SoftwareEngineering #SoftwareDevelopment #Programming

[Leon Revill 🇬🇧 @DenoiseDigital]

Reliability doesn't come from the perfect adjective. It comes from clean data and smart architecture. 🏛️

Read more 👉 https://t.co/WHdTYKlxXB

#SoftwareEngineering #SoftwareDevelopment #Programming

[Leon Revill 🇬🇧 @DenoiseDigital]

Sending raw JSON to an LLM? Try Markdown tables. It's like giving the AI glasses. 👓

Read more 👉 https://t.co/sWBaLn8wPs

#SoftwareEngineering #SoftwareDevelopment #Programming

[Leon Revill 🇬🇧 @DenoiseDigital]

12 Months. 4 Phases. From Zero to Hired. This is the only roadmap you need to navigate the disappearance of the Junior Developer. 🗺️

Read more 👉 https://t.co/sYW0A3NQhR

#SoftwareEngineering #SoftwareDevelopment #Programming

[Leon Revill 🇬🇧 @DenoiseDigital]

Don't be a "Writer of Code." Be an "Architect of Systems." The barrier to entry is higher, but the ceiling has never been this high. 🚀

Read more 👉 https://t.co/gCIFInRxBd

#SoftwareEngineering #SoftwareDevelopment #Programming

[Leon Revill 🇬🇧 @DenoiseDigital]

Consumer tech is slowing. "Boring" sectors like Insurance and Logistics are paying 56% premiums for AI engineers. Go where the money is. 💰

Read more 👉 https://t.co/42enix0JEd

#SoftwareEngineering #SoftwareDevelopment #Programming

[Leon Revill 🇬🇧 @DenoiseDigital]

The "Stability Tax" is coming for your codebase. AI writes code fast, but it breaks things faster. 41% bug spike in AI PRs? Believe it. 📉

Read more 👉 https://t.co/TogZqBsJTf

#Programming #SoftwareEngineering #SoftwareDevelopment

[Leon Revill 🇬🇧 @DenoiseDigital]

Valid context starts with understanding intent, not just matching keywords. Know what your user needs. 🧠

Read the full article: What is Context Engineering? The Architecture of Reliable AI
▸ https://t.co/c6rl2yidon

#SoftwareEngineering #SoftwareDevelopment #Programming

[Leon Revill 🇬🇧 @DenoiseDigital]

Want to survive 2026? Stop "Vibe Coding" and start Engineering. AI is a tool, not a magic wand. Tame the velocity or drown in debt. 🌊

Read more 👉 https://t.co/obfCNVrsgH

#Programming #SoftwareEngineering #SoftwareDevelopment

[Leon Revill 🇬🇧 @DenoiseDigital]

Stop expecting the prompt to do all the heavy lifting. Engineer the environment, not just the question. 🌿

Read more 👉 https://t.co/0fdLVrJlGa

#SoftwareEngineering #SoftwareDevelopment #Programming

[Leon Revill 🇬🇧 @DenoiseDigital]

If you punish mistakes, you kill innovation. Here’s how to build a "generative" culture that wins. 🚀

Read more 👉 https://t.co/YGwFAzx0Gn

#Programming #SoftwareDevelopment #AI

[Leon Revill 🇬🇧 @DenoiseDigital]

Writing code is cheap. Verifying it is expensive. The highest-paid skill of 2026 isn't generation—it's evaluation. Master the "Review Tax." 💸

Read more 👉 https://t.co/2zmL79QkRf

#SoftwareEngineering #SoftwareDevelopment #Programming

[Leon Revill 🇬🇧 @DenoiseDigital]

I replaced my coding time with "Review Time." I'm not writing code; I'm fixing AI hallucinations. Is this the future we wanted? 🕵️‍♂️

Read more 👉 https://t.co/dVrPB9EAei

#Programming #SoftwareEngineering #SoftwareDevelopment

[Leon Revill 🇬🇧 @DenoiseDigital]

"Full-Stack" is dead. You need to be a "Full-Stack AI Engineer." Bridge the gap between interface and intelligence or get left behind. 🌉

Read more 👉 https://t.co/7XLnpGXNZT

#SoftwareEngineering #SoftwareDevelopment #Programming

[Leon Revill 🇬🇧 @DenoiseDigital]

AI is a "Velocity Multiplier" but also a "Bug Multiplier." It amplifies your dysfunction just as fast as your output. Handle with care. ✖️

Read more 👉 https://t.co/39kppUsE0f

#Programming #SoftwareEngineering #SoftwareDevelopment

[Under The Hedge @Under_The_Hedge]

Look at this stunner! A Pale Tussock moth spotted resting on a wall in Derby. Such a delicate, fuzzy beauty—proof that incredible wildlife is waiting right outside your door. Keep your eyes peeled and happy exploring! 🦋

#UnderTheHedge #WildlifeEncounter

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