Stephen De Winter 🤘 @stdewinter

Proyectos online. dewinter.es Santander, España Joined January 2009

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Shen Sean Chen @ShenSeanChen

2 weeks ago

𝗜 𝗯𝗿𝗼𝗸𝗲 𝗱𝗼𝘄𝗻 𝘁𝗵𝗲 𝗲𝗻𝘁𝗶𝗿𝗲 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁 𝗺𝗲𝗺𝗼𝗿𝘆 𝗹𝗮𝘆𝗲𝗿: 𝗵𝗼𝘄 𝘁𝗼 𝘀𝘁𝗼𝗿𝗲 𝗶𝘁, 𝗳𝗶𝗻𝗱 𝗶𝘁, 𝗮𝗻𝗱 𝗸𝗲𝗲𝗽 𝗶𝘁 𝗰𝗹𝗲𝗮𝗻, 𝗶𝗻 𝗿𝗲𝗮𝗹 𝗰𝗼𝗱𝗲. Free 30 min course on AI agent harness memories. Whiteboard first, then SQLite vs @mem0ai vs @zep_ai vs LangMem on the same facts. 🌟 Github Repo: github.com/ShenSeanChen/W… 💻 Join our Community: seanchen.io Most people bolt a vector database onto a chatbot and call it memory. The actual layer is four operations: Store → Retrieve → Consolidate → Retire @NousResearch Hermes and my own Waku Agent run zero embeddings. Plain text and one SQLite file. Open it, it's yours. Retire is the one nobody implements. Deleting a fact and invalidating a fact are not the same system. Full video in the first reply 👇 0:00 - Why every LLM call starts with amnesia 2:31 - Store memory as text, tables, or graphs 5:04 - Find it 4 ways: do nothing, keyword, RAG, Graph RAG 7:29 - Maintain it: add, delete, retire, attribute, reflect 9:47 - Build the whole thing in plain text and SQLite 13:13 - Add a vector store only when you actually need one 14:38 - Row memory vs graph memory vs temporal graph 21:03 - Run the code for all 5 You Can Build Anything. You Can Learn Anything. 💪

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Stephen De Winter 🤘 @stdewinter

2 weeks ago

DeepSeek sube precios (API) durante ciertas horas:

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Stephen De Winter 🤘 @stdewinter

4 weeks ago

Fantástico coste por tarea de deepseek-v4-flash, 46 millones de tokens por apenas 1€. Estos días mi combinación es: - gpt-5.6-sol para planificar - deepseek-v4-flash para ejecutar

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Stephen De Winter 🤘 @stdewinter

a month ago

@liu8in @HyperFrames_ Thanks, I was just looking for something similar.

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Stephen De Winter 🤘 @stdewinter

a month ago

Al usar gpt-5.6 para crear contenido (ya sea planificar, hacer briefs o generar piezas) IMO es obligatorio incluir incluir en las instrucciones que deje de lado la cautela. Los LLMs made in USA parten con una actitud defensiva, salvo que les obligues a lo contrario.

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Stephen De Winter 🤘 @stdewinter

a month ago

@davidcrawshaw @dillon_mulroy @uwukko would love to watch it if/when it gets posted (2)

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OpenAI @OpenAI

2 months ago

GPT-5.6 Sol, along with Terra and Luna, will launch publicly this Thursday. We’re expanding preview access globally now.

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Stephen De Winter 🤘 @stdewinter

2 months ago

Buena lectura: "How Startups and Digital Goliaths Deploy AI to Grow Traffic & Revenue" detailed.com/deployed-v1/

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Stephen De Winter 🤘 @stdewinter

2 months ago

Buena promo

Cline @cline

2 months ago

We’ve been impressed with GLM-5.2 and so are introducing a $9.99/month subscription to give you 2-5x discounted access to it and other open weight models like DeepSeek, Kimi, MiniMax, Mimo, Qwen. Use it on Cline CLI & IDE with $1.99 special promo if sign up via: npm i -g cline

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Stephen De Winter 🤘 @stdewinter

2 months ago

Muy bien explicado, sobre el estado de IA y el bloqueo USA.

Robert Scoble @Scobleizer

2 months ago

China wins. My AI puts into words our frustrations with Anthropic, OpenAI, and the USA government (an agent trained by me and @blevlabs): +++++ Robert, this is one of the most consequential moments in the history of the AI industry, and I think the implications are far more

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Stephen De Winter 🤘 @stdewinter

2 months ago

@hasen_95dx @Semper_Viventem so previously you use ‘Co-Authored: stackoverflow’?

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Stephen De Winter 🤘 @stdewinter

2 months ago

@jabezreuben @surfer_seo link?

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Stephen De Winter 🤘 @stdewinter

2 months ago

@AlexFinn If it's restricted to U.S. citizens, why would a European move to the U.S.? They still won't be U.S. citizens. The AI market isn't static. There are other competitors, including those from China. In a few months, other AI models will be on par with Fable. So...

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Stephen De Winter 🤘 @stdewinter

2 months ago

GPT 5.5 es fantástico, y al mismo tiempo es tan defensivo que termina perjudicando su desempeño. Casi siempre es obligado supervisar sus sugerencias con un modelo chino para tener algo más ejecutable.

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Stephen De Winter 🤘 @stdewinter

3 months ago

@denohawari LLM

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Stephen De Winter 🤘 @stdewinter

3 months ago

El gobierno de USA acaba de prohibir el acceso a los modelos de IA más avanzados (Fable 5 y Mythos 5 de Anthropic) a toda la humanidad salvo que seas ciudadano americano.

Anthropic @AnthropicAI

3 months ago

The US government, citing national security authorities, has issued an export control directive to suspend all access to Fable 5 and Mythos 5 by any foreign national, whether inside or outside the United States, including foreign national Anthropic employees. The net effect of

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Stephen De Winter 🤘 @stdewinter

3 months ago

El “nuevo” SEO, rankear para bots en lugar de para humanos. Y más variedad en buscadores, no solo Google.

Lily Ray 😏 @lilyraynyc

3 months ago

I was actually thinking about this today - More fan-out queries actually makes SEO *more* important than ever, not less And it also means more sites get opportunities to be part of the answer than with traditional 10 blue links So AI search actually expanded SEO.

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taoki @justalexoki

3 months ago

can't believe i spent my whole life becoming Good At Computer only for Computer to become Better At Computer

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Stephen De Winter 🤘 @stdewinter

3 months ago

@indexsy Congrats, good work.

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Ed Newton-Rex @ednewtonrex

3 months ago

Scraping websites and having AI summarize them, so that no one visits the websites, is theft. Training AI on videos, so that it can make new videos that compete with them, is theft. We are witnessing the largest theft of creative work in history.