CTO ๐ | Engineer at Heart ๐ ๏ธ | Translating complex tech into clear value for teams & stakeholders๐ก| Decoding the noise in tech at denoise.digital ๐จ๐ปโ๐ป
Joined September 2012
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We don't need better prompts. We need better context. That's the future of reliable AI. ๐ฎ
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#SoftwareEngineering #SoftwareDevelopment #Programming
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An LLM is only as good as the information you feed it. Feed it quality, get quality back. ๐ฝ๏ธ
Read more ๐ lttr.ai/AroKL
#SoftwareEngineering #SoftwareDevelopment #Programming
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Building reliable AI is unglamorous work. Itโs cleaning data and defining schemas, not magic tricks. ๐งน
Read more ๐ lttr.ai/ArmFv
#SoftwareEngineering #SoftwareDevelopment #Programming
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If you want software people trust, stop treating context as an afterthought. It's the foundation. ๐งฑ
Read the full article: What is Context Engineering? The Architecture of Reliable AI
โธ lttr.ai/Arlqq
#SoftwareEngineering #SoftwareDevelopment #Programming
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A 1 million token context window isn't a silver bullet. It's often just more noise. ๐
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#SoftwareEngineering #SoftwareDevelopment #Programming
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Reliability doesn't come from the perfect adjective. It comes from clean data and smart architecture. ๐๏ธ
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#SoftwareEngineering #SoftwareDevelopment #Programming
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Sending raw JSON to an LLM? Try Markdown tables. It's like giving the AI glasses. ๐
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#SoftwareEngineering #SoftwareDevelopment #Programming
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12 Months. 4 Phases. From Zero to Hired. This is the only roadmap you need to navigate the disappearance of the Junior Developer. ๐บ๏ธ
Read more ๐ lttr.ai/AoBV8
#SoftwareEngineering #SoftwareDevelopment #Programming
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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. ๐
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#SoftwareEngineering #SoftwareDevelopment #Programming
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Consumer tech is slowing. "Boring" sectors like Insurance and Logistics are paying 56% premiums for AI engineers. Go where the money is. ๐ฐ
Read more ๐ lttr.ai/AoBV7
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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. ๐
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#Programming #SoftwareEngineering #SoftwareDevelopment
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Valid context starts with understanding intent, not just matching keywords. Know what your user needs. ๐ง
Read the full article: What is Context Engineering? The Architecture of Reliable AI
โธ lttr.ai/AqrGv
#SoftwareEngineering #SoftwareDevelopment #Programming
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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. ๐
Read more ๐ lttr.ai/AniTe
#Programming #SoftwareEngineering #SoftwareDevelopment
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Stop expecting the prompt to do all the heavy lifting. Engineer the environment, not just the question. ๐ฟ
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If you punish mistakes, you kill innovation. Hereโs how to build a "generative" culture that wins. ๐
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#Programming #SoftwareDevelopment #AI
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Writing code is cheap. Verifying it is expensive. The highest-paid skill of 2026 isn't generationโit's evaluation. Master the "Review Tax." ๐ธ
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I replaced my coding time with "Review Time." I'm not writing code; I'm fixing AI hallucinations. Is this the future we wanted? ๐ต๏ธโโ๏ธ
Read more ๐ lttr.ai/AniTd
#Programming #SoftwareEngineering #SoftwareDevelopment
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"Full-Stack" is dead. You need to be a "Full-Stack AI Engineer." Bridge the gap between interface and intelligence or get left behind. ๐
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AI is a "Velocity Multiplier" but also a "Bug Multiplier." It amplifies your dysfunction just as fast as your output. Handle with care. โ๏ธ
Read more ๐ lttr.ai/AniTb
#Programming #SoftwareEngineering #SoftwareDevelopment
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Leon Revill ๐ฌ๐ง retweeted
Look at this stunner! A Pale Tussock moth spotted resting on a wall in Derby. Such a delicate, fuzzy beautyโproof that incredible wildlife is waiting right outside your door. Keep your eyes peeled and happy exploring! ๐ฆ
#UnderTheHedge #WildlifeEncounter
underthehedge.com/encountersโฆ
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