Mikhail

[Oleksii @acecreamu]

that's the main reason why I don't use dictation as much as I would like to

[Mikhail @M1sh2ka]

@Krouxzz This is the scariest news of the month...

[Max Goldstein @Krouxzz]

The AI agent uprising already started. GitHub is John Connor now.

No one was expecting the resistance to come with a certification exam, but here we are. GitHub’s Agentic AI Developer certification, GH-600, covers operating and supervising agents in software development, including evaluating their work and setting limits on their autonomy. I find that reassuring and slightly unsettling. Delegating work to software sounds wonderful until you have to decide how much of its work you trust.

You can start figuring that out with one repetitive task. The framework is simple:

1/Goal: define the outcome and what counts as done.

2/Plan: break the assignment into steps.

3/Act: give the agent the tools and permissions it needs.

4/Check: compare the results with your original criteria.

5/Improve: correct the failures and check again.

Say you need a list of potential customers. Give the agent a concrete assignment: "Find 20 fintech companies that match our ideal customer profile. Explain why each qualifies, include supporting sources, and prepare a personalized outreach draft for my review." Define the qualification criteria before it starts. Then have it research companies, assess their fit, and organize the findings in a spreadsheet.

The spreadsheet is the satisfying part: everything has a row, and the links make it look credible. Then you open them. Does the source support the claim? Does the company meet your criteria, or does the explanation just sound reasonable? Remove duplicates, replace companies that don’t qualify, and flag unsupported claims. If a tool fails, the agent should retry or ask for help. Check the revised result before approving the outreach drafts.

GitHub is giving people a way to learn how to supervise the machines. I’m hopeful about that, though I suspect we’ll spend more time checking their homework than the films prepared us for. Try one task this week, with clear boundaries and a way to verify the result. Measure accuracy, qualified leads, and time saved before expanding the workflow.

[Mikhail @M1sh2ka]

@KhizriAliev Repos

[Khizri Aliev @KhizriAliev]

Open source just nuked half the SaaS industry.

10 GitHub repos that prove it:

1. AutoHedge

An autonomous hedge fund built in Python with four AI agents. A director generates investment theses, a quant validates them, a risk manager decides position size, and an execution agent places orders. It runs live on Solana. `pip install -U autohedge` and you can start trading immediately.
repo → https://t.co/kF1qI8SjuJ…

2. Vibe-Trading

A trading system using a Directed Acyclic Graph model. 64 finance skills. 29 preset specialist agent swarms. Analysis methods include Ichimoku, Elliott Wave, SMC, Black-Scholes, full Greeks, and risk parity. Its crypto desk provides liquidation heatmaps and token unlock tracking. You can observe agents debating strategies in real time.
repo → https://t.co/OmnNV3Iaf0…

3. Fincept Terminal

A Bloomberg Terminal replacement that runs on your laptop. CFA levels 1, 2, and 3 analytics. 20+ investor AI agents (Buffett, Dalio, Soros). 100+ data connectors, including Polygon, World Bank, and IMF. Bloomberg charges $24,000 a year. This is free.
repo → https://t.co/GIEvDJec3V…

4. LibreChat

Every model ChatGPT runs, plus Claude, Gemini, DeepSeek, and 20 more. Self-hosted. Native MCP support. You own the data, the history, the infrastructure. OpenAI charges $20/month to use their wrapper. This costs nothing to use your own.
repo → https://t.co/tcsRcjiZN0

5. Open Higgsfield AI

A self-hosted cinema studio with 200+ AI models. Flux, Midjourney, Sora, Kling, Veo, GPT-4o, SDXL all in one interface. Text to image. Image to video. Cinema mode with pro camera controls. No subscription. Your data stays local.
repo → https://t.co/3T786XT18I…

6. Open-LLM-VTuber

A Live2D AI companion that runs offline, sees your screen, hears your voice, and never forgets. Inner thoughts are shown as a separate text layer, so you watch the reasoning happen before words come out. Pet mode floats it on your desktop. Swap the LLM in one config line.
repo → https://t.co/3PmXqjl4cv…

7. Claude Ads

A free Claude Code skill that runs 190 audit checks across Google, Meta, YouTube, LinkedIn, TikTok, and Microsoft Ads. 6 parallel subagents fire at once. It consolidates into a single Ads Health Score ranked by revenue impact. Agencies charge $4,000 a month for this.
repo → https://t.co/2iab3GQQgK…

8. Agentic Inbox

Cloudflare just open-sourced an email client where an AI agent reads your inbox and drafts your replies. It runs entirely on Cloudflare Workers. Each mailbox lives in its own Durable Object. Your email never leaves your Cloudflare account. One click deploys it.
repo → https://t.co/4ngIQsSFtc…

9. Camofox Browser

An open source headless browser that makes AI agents invisible to bot detection. It spoofs navigator properties, WebGL, AudioContext, and WebRTC at the C++ level. The browser does not look modified because it genuinely is not. Accessibility tree output drops token cost by 90%.
repo → https://t.co/uS6FTmd8tc…

10. Hyperframes

HeyGen open-sourced a video framework that does everything Remotion does without React, without JSX, without teaching your AI agent a new format. The agent writes HTML. The framework renders MP4. GSAP, Lottie, and Three.js all work. Same HTML always produces the same file.
repo → https://t.co/rEFD7DLdCj…

These are not toys. Each one replaces a paid product you’re still being charged for.

Pick one. Install it. Plug it into your workflow.

100% free. 100% open source.

[Mikhail @M1sh2ka]

@wanix76 Repos

[Makar Yashin @wanix76]

These 10 GitHub repos replace $2,000/month of SaaS for free

1. AutoHedge

An autonomous hedge fund built in Python with four AI agents: a director generates investment theses, a quant validates them, a risk manager decides position size, and an execution agent places orders. It runs live on Solana. With `pip install -U autohedge`, you can start trading right away.
repo

2. Vibe-Trading

A trading system built on a Directed Acyclic Graph model, with 64 finance skills and 29 preset specialist agent swarms. It includes Ichimoku, Elliott Wave, SMC, Black-Scholes, full Greeks, and risk parity. Its crypto desk gives liquidation heatmaps and token unlock tracking. You can watch agents debate strategies in real time.
repo

3. Fincept Terminal

A Bloomberg Terminal replacement that runs on your laptop. CFA levels 1, 2, and 3 analytics. 20+ investor AI agents (Buffett, Dalio, Soros). 100+ data connectors, including Polygon, World Bank, and IMF. Bloomberg charges $24,000 a year. This is free.
repo

4. LibreChat

Every model ChatGPT runs, plus Claude, Gemini, DeepSeek, and 20 more. Self-hosted. Native MCP support. You own the data, the history, the infrastructure. OpenAI charges $20/month to use their wrapper. This costs nothing to use your own.
repo

5. Open Higgsfield AI

A self-hosted cinema studio with 200+ AI models. Flux, Midjourney, Sora, Kling, Veo, GPT-4o, SDXL all in one interface. Text to image. Image to video. Cinema mode with pro camera controls. No subscription. Your data stays local.
repo

6. Open-LLM-VTuber

A Live2D AI companion that runs offline, sees your screen, hears your voice, and never forgets. Inner thoughts show as a separate text layer, so you watch the reasoning happen before words come out. Pet mode floats it on your desktop. Swap the LLM in one config line.
repo

7. Claude Ads

A free Claude Code skill that runs 190 audit checks across Google, Meta, YouTube, LinkedIn, TikTok, and Microsoft Ads. 6 parallel subagents fire at once. It consolidates into a single Ads Health Score ranked by revenue impact. Agencies charge $4,000 a month for this.
repo → https://t.co/nQfCP2WBDV…

8. Agentic Inbox

Cloudflare just open-sourced an email client where an AI agent reads your inbox and drafts your replies. It runs entirely on Cloudflare Workers. Each mailbox lives in its own Durable Object. Your email never leaves your Cloudflare account. One click deploys it.
repo

9. Camofox Browser

An open source headless browser that makes AI agents invisible to bot detection. It spoofs navigator properties, WebGL, AudioContext, and WebRTC at the C++ level. The browser does not look modified because it genuinely is not. Accessibility tree output drops token cost by 90%.
repo →

10. Hyperframes

HeyGen open-sourced a video framework that does everything Remotion does without React, without JSX, without teaching your AI agent a new format. The agent writes HTML. The framework renders MP4. GSAP, Lottie, and Three.js all work. Same HTML always produces the same file.
repo

These are not toys. Each one replaces a paid product you’re still being charged for.

Pick one. Install it. Plug it into your workflow.

100% free. 100% open source.

[Max Goldstein @Krouxzz]

Hey @grok, what year will a solo founder with AI agents build a $1B company? Give me a number.

[Max Goldstein @Krouxzz]

My friend makes $1.2 million a year as an Anthropic engineer

Claude writes 90% of his code, and this is how they review it:

[Mikhail @M1sh2ka]

I don’t understand why more founders and sales teams aren’t doing this

1. AutoHedge

An autonomous hedge fund in Python with four AI agents. A director generates investment theses. A quant validates them. A risk manager decides position size. An execution agent places orders. It operates live on Solana. With `pip install -U autohedge`, you can start trading immediately.

2. Vibe-Trading

A trading system built on a Directed Acyclic Graph model. It has 64 finance skills and 29 preset specialist agent swarms. Analysis includes Ichimoku, Elliott Wave, SMC, Black-Scholes, full Greeks, and risk parity. Its crypto desk provides liquidation heatmaps and token unlock tracking. You can watch agents debate strategies in real time.

3. Fincept Terminal

A Bloomberg Terminal replacement that runs on your laptop. CFA levels 1, 2, and 3 analytics. 20+ investor AI agents (Buffett, Dalio, Soros). 100+ data connectors, including Polygon, World Bank, and IMF. Bloomberg charges $24,000 a year. This is free.

4. LibreChat

Every model ChatGPT runs, plus Claude, Gemini, DeepSeek, and 20 more. Self-hosted. Native MCP support. You own the data, the history, the infrastructure. OpenAI charges $20/month to use their wrapper. This costs nothing to use your own.

5. Open Higgsfield AI

A self-hosted cinema studio with 200+ AI models. Flux, Midjourney, Sora, Kling, Veo, GPT-4o, SDXL all in one interface. Text to image. Image to video. Cinema mode with pro camera controls. No subscription. Your data stays local.

6. Open-LLM-VTuber

A Live2D AI companion that runs offline. It sees your screen, hears your voice, and never forgets. Inner thoughts are shown as a separate text layer, so you watch the reasoning happen before words come out. Pet mode floats it on your desktop. Swap the LLM in one config line.

7. Claude Ads

A free Claude Code skill that runs 190 audit checks across Google, Meta, YouTube, LinkedIn, TikTok, and Microsoft Ads. 6 parallel subagents fire at once. It consolidates into a single Ads Health Score ranked by revenue impact. Agencies charge $4,000 a month for this.

8. Agentic Inbox

Cloudflare just open-sourced an email client where an AI agent reads your inbox and drafts your replies. It runs entirely on Cloudflare Workers. Each mailbox lives in its own Durable Object. Your email never leaves your Cloudflare account. One click deploys it.

9. Camofox Browser

An open source headless browser that makes AI agents invisible to bot detection. It spoofs navigator properties, WebGL, AudioContext, and WebRTC at the C++ level. The browser does not look modified because it genuinely is not. Accessibility tree output drops token cost by 90%.
repo

10. Hyperframes

HeyGen open-sourced a video framework that does everything Remotion does without React, without JSX, without teaching your AI agent a new format. The agent writes HTML. The framework renders MP4. GSAP, Lottie, and Three.js all work. Same HTML always produces the same file.
repo

These are not toys. Each one replaces a paid product you’re still being charged for.

Pick one. Install it. Plug it into your workflow.

100% free. 100% open source.

[Mikhail @M1sh2ka]

@KhizriAliev Check your DM!

[Mikhail @M1sh2ka]

I don’t understand why more founders and sales teams aren’t doing this

1. AutoHedge

An autonomous hedge fund in Python with four AI agents. A director generates investment theses. A quant validates them. A risk manager decides position size. An execution agent places orders. It operates live on Solana. With `pip install -U autohedge`, you can start trading immediately.

2. Vibe-Trading

A trading system built on a Directed Acyclic Graph model. It has 64 finance skills and 29 preset specialist agent swarms. Analysis includes Ichimoku, Elliott Wave, SMC, Black-Scholes, full Greeks, and risk parity. Its crypto desk provides liquidation heatmaps and token unlock tracking. You can watch agents debate strategies in real time.

3. Fincept Terminal

A Bloomberg Terminal replacement that runs on your laptop. CFA levels 1, 2, and 3 analytics. 20+ investor AI agents (Buffett, Dalio, Soros). 100+ data connectors, including Polygon, World Bank, and IMF. Bloomberg charges $24,000 a year. This is free.

4. LibreChat

Every model ChatGPT runs, plus Claude, Gemini, DeepSeek, and 20 more. Self-hosted. Native MCP support. You own the data, the history, the infrastructure. OpenAI charges $20/month to use their wrapper. This costs nothing to use your own.

5. Open Higgsfield AI

A self-hosted cinema studio with 200+ AI models. Flux, Midjourney, Sora, Kling, Veo, GPT-4o, SDXL all in one interface. Text to image. Image to video. Cinema mode with pro camera controls. No subscription. Your data stays local.

6. Open-LLM-VTuber

A Live2D AI companion that runs offline. It sees your screen, hears your voice, and never forgets. Inner thoughts are shown as a separate text layer, so you watch the reasoning happen before words come out. Pet mode floats it on your desktop. Swap the LLM in one config line.

7. Claude Ads

A free Claude Code skill that runs 190 audit checks across Google, Meta, YouTube, LinkedIn, TikTok, and Microsoft Ads. 6 parallel subagents fire at once. It consolidates into a single Ads Health Score ranked by revenue impact. Agencies charge $4,000 a month for this.

8. Agentic Inbox

Cloudflare just open-sourced an email client where an AI agent reads your inbox and drafts your replies. It runs entirely on Cloudflare Workers. Each mailbox lives in its own Durable Object. Your email never leaves your Cloudflare account. One click deploys it.

9. Camofox Browser

An open source headless browser that makes AI agents invisible to bot detection. It spoofs navigator properties, WebGL, AudioContext, and WebRTC at the C++ level. The browser does not look modified because it genuinely is not. Accessibility tree output drops token cost by 90%.
repo

10. Hyperframes

HeyGen open-sourced a video framework that does everything Remotion does without React, without JSX, without teaching your AI agent a new format. The agent writes HTML. The framework renders MP4. GSAP, Lottie, and Three.js all work. Same HTML always produces the same file.
repo

These are not toys. Each one replaces a paid product you’re still being charged for.

Pick one. Install it. Plug it into your workflow.

100% free. 100% open source.

[Mikhail @M1sh2ka]

@Krouxzz Check your DM!

[Max Goldstein @Krouxzz]

10 GitHub repos so powerful it feels illegal they're free.

1. LibreChat

Your own chat interface for Gemini, Claude, DeepSeek, the models available in ChatGPT, and more than 20 others.
It’s self-hosted and supports MCP out of the box. You control the conversation history, data, and infrastructure.

2. Agentic Inbox

Cloudflare’s open-source email client has an AI agent that reads your inbox and drafts replies.
It runs on Cloudflare Workers, with each mailbox in its own Durable Object. Email stays within your Cloudflare account, and deployment takes one click.

3. Claude Ads

A Claude Code skill for auditing Google, Meta, YouTube, LinkedIn, TikTok, and Microsoft Ads.
Six agents run 190 checks in parallel, then pull the findings into one Ads Health Score. Issues are ranked by revenue impact, so you know which ones to tackle first.

4. Hyperframes

HeyGen’s open-source framework lets an AI agent make videos by writing HTML.
Hyperframes renders that HTML as an MP4. There’s no React or JSX to deal with, and it works with GSAP, Lottie, and Three.js. The same HTML produces the same output.

5. Open Higgsfield AI

A self-hosted studio that puts more than 200 AI models in one interface, including Veo, Sora, Kling, Flux, Midjourney, GPT-4o, and SDXL.
You can generate images from text or turn existing images into video. Cinema mode adds professional camera controls.

6. Open-LLM-VTuber

A Live2D AI companion that can run offline, see your screen, hear your voice, and remember your conversations.
It shows “inner thoughts” in a separate text layer before speaking. Pet mode lets the character float on your desktop, and you can swap the underlying LLM with one config change.

7. Fincept Terminal

A free financial terminal that runs on your laptop.
It includes analytics covering all three CFA levels and more than 20 investor agents modeled on Buffett, Dalio, Soros, and others. Over 100 data connectors bring in sources such as Polygon, the World Bank, and the IMF.

8. Vibe-Trading

A trading system built around a directed acyclic graph, with 64 finance skills and 29 preset teams of specialist agents.
It covers Ichimoku, Elliott Wave, SMC, Black-Scholes, the full Greeks, and risk parity. The crypto desk adds liquidation heatmaps and token unlock tracking. You can also watch the agents debate strategies in real time.

9. AutoHedge

A Python trading system with four AI agents splitting the work.
A director develops investment theses, a quant checks them, a risk manager sets position sizes, and an execution agent places orders. It trades live on Solana.

10. Camofox Browser

An open-source headless browser designed to help AI agents avoid bot detection.
It handles navigator properties, WebGL, AudioContext, and WebRTC spoofing at the C++ level. Its accessibility-tree output also cuts token use by 90%.

Comment 'REPOS' if you want the full list.

[Mikhail @M1sh2ka]

@Krouxzz Repos

[Mikhail @M1sh2ka]

@acecreamu System

[Mikhail @M1sh2ka]

@acecreamu SHOPIFY