Code It now
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CODE TILL I DIE This is our discussion group https://t.me/+xRx6N_FiYkVjMWJk Anyone who wants to send a personal message to the admin can use this link https://AnoMessBot.t.me?start=MPC8wgk Boost https://t.me/boost/code_it_now
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ppl started gossiping, and someone asked me, "Are you a member of 666 by any chance?" I replied, "Why do you ask?" Then they said, "Why did you post this stuff?"
I was just having fun! 🏃🏃🏃
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Repost from Sanyi
Hey there! 👋
I’m Sanyi, a 15-year-old self-taught solo developer building startups and apps. 😊
This is where I share what I’m working on, updates, achievements, and some random stuff I’m thinking about.
Thanks for joining :)
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Repost from Chapi Dev Talks
Job Alert
Title: Full-Stack Developer (NestJS + Next.js | Monorepo &
Microservices)
Salary: Max 49k gross
Apply here: nohe@restartict.com
With
- Application letter
- CV which shows previous works
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Veo 3 is now available in the Gemini API
https://c.gle/ANiao5p0BiHpAyUIZOjBW3891gMq2xQy_E2K_hFfDhUzGiEPTAmp_hXfgFJHqN-Wy5F0bJvm4V4j4Un5aNhABEFA3ni972bPHwTdUSQ_77YQ5RkBd70-oWtQVsKQNlks2PSiCmB4IiNHLRWP8XTTFyvRKA60KQ4FAbTmGrpsA9br95J6ZjhsRNH9Mp5hA43DeiOZJkP0pffr2UViJ8xCnPSKgb8me3orIAONgpj7rppGckHAkqFuRhiwAy0mPNjkqm0-m_MD4-5VsY02jhyqpyA
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The Unified Intelligence + Smart Routing System
GPT‑5 introduces a unified architecture that incorporates multiple specialized models under the hood, including fast, general-purpose, and deeper reasoning variants. A real-time router dynamically directs your request to the most appropriate model—say, switching to high-reasoning when needed—without requiring manual intervention . This design eliminates the need for users to figure out which model to pick for different tasks.
⸻
Why This Matters
• Effortless precision: Whether you’re after casual writing help, complex problem-solving, or coding, GPT‑5 adapts automatically.
• Smarter performance: By choosing the right “brain” for each task, responses are both faster and more accurate.
• Seamless user experience: No more juggling between models like GPT‑4o or o‑series—GPT‑5 handles it all behind the scenes.
⸻
GPT‑5 also brings other standout upgrades—like a million‑token context window, richer multimodal I/O, persistent memory, and agentic workflows—but the smart routing across unified model tiers is the crown jewel of this release.
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Chroma is an AI-native open-source vector database. It comes with everything you need to get started built-in, and runs on your machine.
https://docs.trychroma.com/docs/overview/getting-started
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Here is a list of models supporting model native structured output
https://python.langchain.com/docs/integrations/chat/
