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@NetMentorTW Bueno también está muy bien poder clasificar dinámicamente sin inicialmente conocer opciones ni variable objetivo. Arreglando problemas que el LLM hacía muy lento y lo hacía no válido. Abre un abanico de soluciones que con un llm normal era demasiado lento o caro para funcionar.
Started using Instinct this weekend and already found a use case that feels kind of insane. I gave it full read access to my Garmin Connect and Strava. It now reads sleep, recovery and training together, catches patterns I was missing, and adjusts my training around them. Honestly, this is working way better than I expected.
Sharing the first use case I found for Jev in Vonod for voice agent workflows. Instead of letting an LLM blindly act and decide, it pings Jev to evaluate the state machine: - Which node is the best candidate? - Are the transition conditions actually met? Jev returns a confidence score, and I evaluate the probabilities to allow the jump. Currently testing an 80% threshold and so far, so good. Need to see if I can just let Jev handle all the routing while the agent continues the conversation. Let's keep playing with this!
This weekend is for resting from my last triathlon and playing with Jev.
Exactamente, la decisión si que abre debate a que hacer en la situación, pero no abre debate que estos coches puedan funcionar por su respuesta. Una persona se guiaría por un instinto sin tomar ninguna decisión activa en momentos donde pueda verse en esa situación, así que si se ha de tomar la decisión hay que tomarla antes y dársela al software, si se considera que hay una respuesta correcta.
@j_kati 100%. it’s easy to spot the mess once it's live and big. the real skill is having the foresight so your team doesn't end up needing months just to ship details that make the difference.
Clarification: High-level thinking rules, but implementation details still make or break you. The data structures you pick, the size of your payloads, and where they sit in the flow matter deeply. AI handles the syntax, but mastering low-level mechanics is your unfair advantage.
How much of your code is AI, and how much is you mastering abstraction? 90% of software engineering today isn't about memorizing algorithms anymore, it’s about high-level thinking without getting bogged down in implementation details.
@brunobertolini I think more people use it indirectly, for example, every Google search utilizes AI
@nidhii_66 the best answer is: it depends
How much of your code is AI, and how much is you mastering abstraction? 90% of software engineering today isn't about memorizing algorithms anymore, it’s about high-level thinking without getting bogged down in implementation details.
Ryanair’s website is down and someone vibecoding in prod is destroying my triathlon weekend. Principal suspect: GraphQL throwing 403s. 💀
I still think sesame Ai is better
GPT-Live-1 is now available in the API. Bring ChatGPT’s natural back-and-forth to your app, with voice agents that listen while they speak and work with the models and harness you choose.
Went to my local triathlon store in Barcelona today. The clerk was vibecoding an app to optimize their inventory. Also said it's already saving them hours. He built it on OpenCode, strictly using free models. Stuff is changing.
Mil Cerebros @milcerebros
249 Followers 922 Following La IA debería ayudarte a pensar mejor (no peor) Soy Paco. Comparto lo que aprendo sobre IA y ChatGPT, y a veces me aviento una que otra opinión.
adbotech @adrianbtech
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Miguel Ángel @titedev
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Martín Díaz Fernán... @martin_dife
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435 Followers 761 Following In search of product-market fit. Building small software products and testing them in the wild.
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Manuel Nevado @nevambla
43 Followers 390 Following Learning things I enjoy | Computer Engineering & Business undergraduate | working developing algo strategies for power market
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16 Followers 192 Following AI Implementer & Sysadmin Helping companies implement and leverage AI in their processes. We also handle that "Jev" your kid keeps talking about. DMs open.
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641 Followers 2K Following Building at @maisaAI_. Founder at @letseverpark. Previously at REVER (YC S22) and Sapira AI.
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2K Followers 7K Following Pro Web scraper. Developer. Researcher. Network inspector. Founder. scalable web experiences. Membership @expo , @apple , @google , @cloudflare , @windsurf
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898 Followers 874 Following Software desde el 99. IA y agentes: probando qué aguanta. Orgulloso maintainer: Gentle AI™ · BarbatDev · RefactorIA https://t.co/YSFjEUJkv4 lover
Mil Cerebros @milcerebros
249 Followers 922 Following La IA debería ayudarte a pensar mejor (no peor) Soy Paco. Comparto lo que aprendo sobre IA y ChatGPT, y a veces me aviento una que otra opinión.
Helmcode @helmcode
2K Followers 32 Following AI open models ready to use. Private inference with flat rate. Own your models with privacy, zero logs and EU compliance Community & builders at https://t.co/ciWFdCqcvm
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243 Followers 211 Following Buildeando ando Founding Enginer @ https://t.co/Lz2KTD6Rag
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242 Followers 320 Following Intento entender la IA, antes de que me entienda a mi. MENSA.
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17 Followers 128 Following CS in Sevilla, Datascience in 北京理工大学. World models, continual learning, and reading RL papers closely. Seeking for Safe AGI
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