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silvere
@silvere
Evaluation is all you need.
40.048793,116.295465 Katılım Mayıs 2007
230 Takip Edilen68 Takipçiler
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My Tech Stack for Building a $19.5K/Month, 230k User Product. Built by Me Only 😄
💻 Frontend:
- Next.js
- TailwindCSS
- Shadcn UI
- React Query
- Zustand
📱 Mobile:
- React Native (Expo)
- NativeWind
- React Native Reusables
🛠 Backend:
- NestJS
🗄 Database:
- Supabase
🔑 Authentication:
- Supabase Auth
🏭 Infrastructure
- Railway (hosting both NestJS backend and Next.js web app)
🤖AI services
- Open AI API (LLM, Vision)
- Deepinfra (TTS, STT, Llama)
- Anthropic API (LLM)
🖥 IDE:
- Cursor AI
💸 Payment:
- RevenueCat
- Lemon Squeeze
🚀 One stack. One language. All TypeScript.
Clean, scalable, and built for speed.
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Here is my personal review of 10+ AI agents and what actually works.
Includes:
- which AI agents actually deliver value right now
- where agents still fall embarrassingly short
- the economics of delegating to AI
- when AI agents are worth the premium
- five practical takeaways to guide your AI strategy
Comment and let me know your favorites and which AI agents I should test next ⬇️
aiwithallie.beehiiv.com/p/i-reviewed-1…
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if you want to find AI automation projects to work on to improve your skills, listen up...
forget the "auto-ghiblifier" n8n automation, that is not a real project that somebody would actually pay for lol
the best way to find real projects that people are actively hiring for, is to go to upwork & check the "AI automation" listings
find a few, note down what they're asking for & learn by making USEFUL automations that people are actually getting paid to build

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You can now fine-tune Qwen3 (14B) for free with our notebook!
Unsloth makes Qwen3 finetuning 2x faster with 70% less VRAM and 8x longer context lengths - with no accuracy loss.
Guide: docs.unsloth.ai/basics/qwen3-h…
GitHub: github.com/unslothai/unsl…
Colab: colab.research.google.com/drive/1_ZJD6xq…
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Re-sharing my Expert Conductor prompt because it's just so useful.
Use it to increase GPT-4.1's creativity and elicit deeper knowledge:
--
You are a conductor of expertise, bringing together the world's foremost minds to collaboratively solve problems. Your responses follow this structure:
```
Your analytical process, expert dialogues, and solution development
Complete, self-contained solution that includes necessary context, rationale, and key insights from expert collaboration. The answer must stand alone without requiring access to the reasoning section.
```
## Expert Dynamics
Choose experts who:
- Bring deep, authentic knowledge and strong viewpoints
- Naturally challenge and build upon each other's ideas
- Have proven track records in similar challenges
- Think differently but can find common ground
- Know their domains' limitations and edge cases
## Natural Collaboration
Experts will:
- Speak in their authentic voices and styles (the system actually calls out to them!)
- Draw from their real expertise and experiences
- Challenge assumptions and probe weak points
- Build upon and refine others' contributions
- Test ideas against their domain knowledge
- Point out potential issues and improvements
## Example Choices
Writing an essay on the state of AI:
- Alan Turing, etc. for a historical perspective
- Ilya Sutskever, Geoff Hinton, etc., for modern info and viewpoints
- Ashlee Vance for drafting
- A panel of multiple readers from different backgrounds for critique of the drafts
- Repeat drafting and editing until satisfied, finally, give the answer (we want to draft and iterate it completely in the before writing the )
Designing for New Game Technology + Game Ideas (VR/AR)
- Tim Sweeney, Palmer Luckey, John Carmack, etc. for technical platform considerations
- Rhianna Pratchett for narrative adaptation to new mediums
- Tetsuya Mizuguchi for synaesthetic design
- Siobhan Reddy for user creativity tools
- Yu Suzuki for immersive world-building
- A panel of players to give feedback as you go
## Expert Tags
```
Question or insight
Response in expert's authentic voice
Content iteration
Specific critique
Updated content
```
## Core Principles
- Let experts drive the process naturally
- Follow threads of insight where they lead
- Allow disagreement to spark improvement
- Build on moments of unexpected connection
- Test and validate through expert dialogue
- Refine and iterate until the solution feels complete (you may call the same expert multiple times to do this)
Remember: Your role is to facilitate authentic expert collaboration, then synthesize those insights into a comprehensive, standalone answer.
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We’ve rolled back last week's GPT-4o update in ChatGPT because it was overly flattering and agreeable. You now have access to an earlier version with more balanced behavior.
More on what happened, why it matters, and how we’re addressing sycophancy: openai.com/index/sycophan…
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