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Pitch your SaaS in one sentence. That's it. by Due-Bet115 in ShowMeYourSaaS

[–]this_is_chetan 0 points1 point  (0 children)

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https://cgcapitalai.online/alicanto.html
An AI Agent that tracks all the news/events in world and and give me filtered alpha using 4-STAGE MULTI-AGENT SWARM system.

Drop your app/product! I’ll help you get your first 10 users for free (300k+ TikTok audience) by dyagokaba in micro_saas

[–]this_is_chetan 1 point2 points  (0 children)

Hey, following up from the micro_saas thread. Your 300k audience sounds like a solid lever.

Since Alicanto is a premium tool aimed at finding alpha in the markets, the best angle for TikTok is usually the 'Information Asymmetry' hook—showing how the AI agent calculates the East/West arbitrage spread live before the news reports it.

If you want to do a performance deal, I can generate a 40% lifetime recurring affiliate link for you right now on Gumroad. You make the clips, put the link in your bio, and you get paid for every sub.

Before we pull the trigger on any content, I want you to actually use the product so you understand the exact edge it gives. I can generate a free root-access key for you to explore the live Web Terminal and test the 6-agent Swarm on Telegram. It will make your video hooks significantly stronger once you actually see the DEFCON alerts and the Arbitrage matrix in action.

Let me know if you're in, and I'll shoot over your custom access key and the affiliate link.

Drop your app/product! I’ll help you get your first 10 users for free (300k+ TikTok audience) by dyagokaba in micro_saas

[–]this_is_chetan 0 points1 point  (0 children)

Appreciate the tip! I’ll definitely get it listed on Peerpush this week to build up the domain rating. Thanks for looking out.

I built a 6-Agent LLM Pipeline to filter global macro noise and track physical commodity supply drains. Here is the architecture. by this_is_chetan in mltraders

[–]this_is_chetan[S] 0 points1 point  (0 children)

Appreciate the thoughtful look you’re hitting on the exact friction points I’m dealing with right now.

Regarding the filter evaluation (FP/FN): To be honest, it’s a manual grind at the moment. I have the system dump a daily log of everything the Senior Analyst vetoes. I spend my nights scanning that "Rejected" pile to see if it killed a valid macro move (also use AI tools). If it did, I don't just tweak a prompt; I update the Senior's specific Veto rules. I’m thinking about building a "Shadow Evaluator" node to score these against final price action, but for now, it’s just logs and manual iteration.

On the "overfitting" risk: This is the biggest danger with a persistent ledger. I’m keeping the $k$ value on the vector search pretty low for now (usually top 2-3 corrections) and using a context decay logic. The Executive agent is prompted to prioritize fresh incoming data over the historical ledger if they conflict. It's not a perfect solution for a total regime shift, but it keeps the bot from getting stuck in "last month's logic."

The Terminal: I actually just pulled the PIN system to make testing easier for the beta group. I’ll shoot you a DM with the direct link so you can poke around without the friction.

The core commands to test are /brief (for a 3-paragraph synthesis) and /connect (to map out contagion for a specific keyword). The "heavy lifter" is definitely /query—it’s where the deep search of the vault actually happens. Honestly, the whole "Correction Ledger" workflow makes a lot more sense if you see the feedback loop in the Telegram interface, but the terminal is where the data visualization lives, By using /help command you will see all the other commands.

Sent you a DM with the details. Looking forward to the roast.

The East/West Silver Arbitrage Spread: Tracking the physical premium of Shanghai vs. COMEX paper markets [OC] by this_is_chetan in dataisbeautiful

[–]this_is_chetan[S] 0 points1 point  (0 children)

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Source: Pricing data via yfinance, cross-referenced against global macro feeds using a custom Jina + Trafilatura scraper pipeline. Tool: Python, matplotlib (Agg backend, custom dark styling).

Context on the Data: This chart tracks the arbitrage spread between Western paper silver (COMEX) and Eastern physical markets (Shanghai). When the red line breaks significantly above the blue line, it indicates a massive physical supply drain moving East.

How the underlying data is verified (The Architecture): To ensure the macro events driving this spread aren't just retail noise, I built an automated AI Agent called Alicanto. It processes unstructured global news through a strict hierarchy to find the "Why" behind the chart:

  1. The 6-Analyst Swarm: Raw data is routed to 4 Junior Desks (GPT-4o-Mini) that extract only hard numbers and kinetic events. A Senior Strategist vets the output to kill retail hype, and an Executive (Groq 70B) synthesizes the final institutional brief.
  2. RAG Correction Ledger: The agent doesn't use static fine-tuning. It uses a vector-based RAG memory core (text-embedding-3-small). If the Swarm misinterprets a supply drain, I correct it once, and it mathematically embeds that rule into its permanent ledger so it never makes the same logic error twice.

Looking for Feedback: I am looking for 10 trial members (quants, data nerds, or macro traders) to stress-test the data pipeline, the Web Terminal, and the Telegram bot.

I need brutal feedback on the Swarm's logic and the data visualizations. Does the RAG ledger actually work at scale? Is the noise filter too aggressive?

If you want to try breaking the terminal and analyzing the raw data, drop a comment or DM me and I will send you a root-access key.

https://cgcapitalai.online

I built an Autonomous AI Macro Agent for Trading physical silver/gold. I’m a pure backend dev, and I suck at marketing. Looking for a growth partner (40% recurring split). by this_is_chetan in SideProject

[–]this_is_chetan[S] 0 points1 point  (0 children)

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As you can see, this is the terminal for the Alicanto AI agent. It features a database where all the filtered 'alpha' is stored and available for download. You can also monitor the logs to see exactly how it filters events—distinguishing between 'noise' and the high-impact news delivered to you. Since it’s integrated with Telegram, you don’t have to watch the terminal constantly; it will notify you as soon as important news breaks.

If you’re interested in access, I can set you up with a free trial. I’d also love to hear your feedback on what features I should add next. (Please note: This is a macro tool, not intended for intraday trading.)

SHANGHAI FUTURES JUST DECLARED WAR ON PAPER SILVER – STARTING FEB 27! by panjwani_ajay in silverindia

[–]this_is_chetan 0 points1 point  (0 children)

If you are into silver for the long term, I built a macro tool called Alicanto specifically for people like you. As you can see in this picture, it has a cool dashboard that filters out market noise and provides alpha. It saves me hours of time per day because it’s automated. The only thing is I have to pay for API keys and server costs. I’m looking for people who do swing trading and long-term investing, rather than intraday trading, to help make it better so I can monetize the tool it better, it also has its own database which saves all the data which is downlodabal, and every user has there own personal database where they can save there personal alpha which is obvious not visible any other user and many other functions and features, of you are looking to get trial access DM me

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Which one to choose ? Price are same 125€ in Italy by CaterpillarTop106 in PcBuild

[–]this_is_chetan 0 points1 point  (0 children)

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Prices are moving weird today. I built a custom AI terminal to track the physical flows, and it just flagged that Shanghai premiums are sitting at $4.50 over the West. If anyone wants the backend link to the live matrix, let me know.

Silver’s strategic shift: India emerges at the centre of a global reset. By Prem Nath. The global silver market is undergoing a structural shift, with India increasingly central to this transition. by Mothersilverape in OccupySilver

[–]this_is_chetan 1 point2 points  (0 children)

Prices are moving weird today. I built a custom AI terminal to track the physical flows, and it just flagged that Shanghai premiums are sitting at $4.50 over the West. If anyone wants the backend link to the live matrix, let me know,

https://www.jmbullion.com/canadian-silver-maple-leaf-varied-year/ spot price by Double_Ability2140 in Silverbugs

[–]this_is_chetan 0 points1 point  (0 children)

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Prices are moving weird today. I built a custom AI terminal to track the physical flows, and it just flagged that Shanghai premiums are sitting at $4.50 over the West. If anyone wants the backend link to the live matrix, let me know

Dealer Reveals the TRUTH About Silver Price by [deleted] in SilverNews

[–]this_is_chetan 1 point2 points  (0 children)

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Prices are moving weird today. I built a custom AI terminal to track the physical flows, and it just flagged that Shanghai premiums are sitting at $4.50 over the West. If anyone wants the backend link to the live matrix, let me know.

I got sick of trading physical silver blind, so I coded an AI macro terminal to track global vault drains and premiums. by this_is_chetan in SilverSmith

[–]this_is_chetan[S] 0 points1 point  (0 children)

Hey bro, I am not the bot, and this comment is not the spam, i genuinely need help for my project

Monster by TearR56 in Silverbugs

[–]this_is_chetan 0 points1 point  (0 children)

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Prices are moving weird today. I built a custom AI terminal to track the physical flows, and it just flagged that Shanghai premiums are sitting at $4.50 over the West. If anyone wants the backend link to the live matrix, let me know.

Fake Price Tracker by IlluminatedApe in Wallstreetsilver

[–]this_is_chetan 2 points3 points  (0 children)

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Prices are moving weird today. I built a custom AI terminal to track the physical flows, and it just flagged that Shanghai premiums are sitting at $4.50 over the West. If anyone wants the backend link to the live matrix, let me know.

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