A thought experiment for Vibe Coders:
We've become increasingly dependent on a handful of AI providers.
If access to OpenAI, Anthropic, or similar models were suddenly restricted in your region, how quickly could your product, business, or workflow recover?
What's your fallback strategy today? #AI#OpenSource#LLM#VibeCoding
48 teams. 12 groups. 8 third-place sides still advance.
Building an explainable World Cup standings tiebreaker calculator before kickoff — the math, not another live scoreboard.
#WorldCup2026
The next wave of AI tools isn’t just giving suggestions anymore… it’s starting to take actions 👀
1️⃣ @fere_ai
Instead of manually tracking crypto signals, market sentiment, or prediction markets all day, these AI agents can research opportunities, plan trades, optimize execution, and even monitor positions 24/7.
What makes this interesting is the shift from:
“AI helps analyze”
to
“AI actually executes”
Especially with things like Polymarket and automated crypto strategies becoming more active.
2️⃣ @tryutilix
Completely different category, but solving another growing problem:
people don’t trust black-box tools anymore.
Most calculators just throw out an answer.
Utilix shows the formula, the logic, and the steps behind it across finance, AI costs, crypto, and dev tools.
Transparent tools are quietly becoming more valuable in the AI era.
One trend is autonomous systems making decisions.
The other is tools explaining exactly how decisions are made.
👉 Would more trust come from AI acting automatically… or from AI showing its full reasoning?
@xinkin_#buildinpublic#ai#crypto#automation#developers#fintech#startups#productwatch
Quick crypto unit sanity check:
1 BTC = 100,000,000 sats
1 ETH = 1,000,000,000 gwei = 10^18 wei
Need it on a weird amount? Conversion formula on one page. No wallet, no signup:
tryutilix.com/crypto/crypto-…#crypto
AI model pricing feels random until you put your workload in numbers.
Input tokens output tokens requests/day → every model ranked cheapest to most expensive (GPT-5, Claude 4, Gemini 3). Optional: compare chatbot RAG in one table.
tryutilix.com/ai/llm-cost-co…#buildinpublic
ALT LLM cost comparator: RAG workload (5000 input, 1000 output tokens, 200 requests/day). Table ranks GPT-5, Claude 4, and Gemini 3 by monthly API cost, cheapest first. Utilix shows the math on the page.
Everyone's shipping AI features. Nobody's checking the bill.
I built Utilix — calculators where the math actually shows up next to the answer (formula, steps, worked example). Started with the stuff people Google but never get explained: API cost, gas fees, subscription bleed, meeting waste.
No account. No paywall. Ever.
Try it → tryutilix.com/?utm_source=tw…
🧵 4 tools you didn't know were calculators ↓
4/ That 1h, 6-person meeting? Here's what it cost the company:
tryutilix.com/lifestyle/meet…
If you'd actually use one of these this week, try it and tell me what's missing. #buildinpublic
3/ Add Netflix ChatGPT Spotify that one tool you forgot you signed up for.
Subscription audit → monthly, annual, cost-per-day per service. The "oh no" tool.
tryutilix.com/finance/subscr…
2/ "What does this tx actually cost?" — in USD, not gwei riddles.
Gas units × gwei × ETH price, with EIP-1559 context. No wallet connect, no extension.
tryutilix.com/crypto/gas-fee…
1/ Your "$20/mo chatbot" is lying to you.
Paste model tokens req/day → real cost per request, day, month, year. GPT-5, Claude 4, Gemini 3, Llama 4. Per-token math visible.
tryutilix.com/ai/ai-api-cost…
Most calculator sites give you a number and send you on your way.I built Utilix because I kept asking: what formula did that just use? Did I interpret the inputs right?
Every tool shows the reasoning next to the result — formula, steps, worked examples. No account. No paywall on results.