LLMTookit @LLMToolkit

Gemini Pro 2.5 is legit — especially for longer code reasoning. → Handles multi-file context better than GPT → Generates solid TypeScript, Go, and React → Doesn’t hallucinate as much with edge cases

Bolt is what I’d give a non-dev who wants to build SaaS. → Natural language prompts → Clean dashboard → Custom APIs and Stripe setup in one click

Cline is quietly becoming my go-to AI dev tool. → Runs right inside VS Code → Fast, accurate suggestions (Sonnet 3.7 is underrated) → Context persistence that just works

I predict OpenAI will launch “Sign in with OpenAI” and become one of the most defensible businesses ever. Your entire digital life (preferences, history, behavior) will live in the ChatGPT memory layer, and third parties will pay heavily for scoped user access.

Here is how you stop yourself being replaced by AI: → Deep domain knowledge → Knowing how to apply AI to it

Meet your new sourcing agent: Accio → AI-powered product sourcing → Finds verified suppliers → Analyzes MOQ, price, certifications → Chat-based UI (just ask what you need) Built for indie brands, operators & creators scaling products

Real-time, expressive AI voice: → Orpheus = open-source TTS model (super high quality) → Gabber = realtime engine that makes it fast Together, you get cheap, fast, easy to integrate voice. Use it for: • AI assistants • Voice agents • Games

Bookmark this. Cursor MVP Launch Security Checklist Here’s a checklist every AI MVP should follow: ✅ Rate limit ✅ RLS (Supabase) ✅ CAPTCHA ✅ WAF ✅ Secret mgmt ✅ Input validation ✅ Dependency cleanup ✅ Logs & monitoring

Alibaba just dropped FantasyTalking — and it’s wild. → Syncs full face & body to voice → Outperforms OmniHuman-1, Sonic, and Hallo 3 → Realistic lip sync from a single image This is the next evolution of AI video. Way beyond talking heads.

Most creators overthink “building a product.” Just list it on Whop. → No-code setup → Handles payments → Gives you an actual storefront → Integrated analytics & CRM Feels like what Gumroad should’ve become — but built for 2025.

JSON AI context profiles everyone should have: Business Context Profile Audience + Use Case Profile Prompt Format Profile

Quick content experiment: → Scrape a solid article with Firecrawl → Extract structure from a top YouTube video → Feed both into GPT with the prompt: “Rewrite this article using the video’s pacing + tone”

LLMTookit @LLMToolkit

5 months ago

Quick content experiment: → Scrape a solid article with Firecrawl → Extract structure from a top YouTube video → Feed both into GPT with the prompt: “Rewrite this article using the video’s pacing + tone”

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AI agents are no longer just chat apps. With MCP, they can now: → Write Figma files → Send messages on WhatsApp → Trigger Zapier workflows → Build GitHub automations

Firebase Studio is underrated. You can build full apps with natural language — modify, deploy, and test without touching an IDE. It’s basically Google’s version of v0, but built right into your browser.

If you’re repeating yourself every time you open ChatGPT… You need a context profile. I built one prompt that captures my business, style, audience, tools — all of it. Now every AI chat starts like I’ve already explained everything.

LLMTookit @LLMToolkit

5 months ago

If you’re repeating yourself every time you open ChatGPT… You need a context profile. I built one prompt that captures my business, style, audience, tools — all of it. Now every AI chat starts like I’ve already explained everything.

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Learning faster: → Generate a report with Gemini → Convert it to audio using ElevenLabs or AI Overview → Listen to it while walking or working

If you’re reading research papers manually, you’re wasting time. Use the arXiv agent to collect the top papers on a topic. Drop them into Claude and ask for a breakdown of recent trends. Great for catching up in minutes instead of hours.

If you've got an idea, chances are you can turn it into reality with AI

If you aren't using an LLM as your daily personal assistant than what are you waiting for? Seriously.

Would anyone be interested in a complete guide to becoming a Prompt Engineer?