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I'm building the perfect Linux distro. Display Server: Wayland Init system: SystemD Package Manager: Nix Userland: Canonical Rust uutils

alcuin ❄️

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49,840 Aufrufe • vor 3 Monaten •via X (Twitter)

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Zach Herbert 🇺🇸

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Life update (Expand to learn more) I’m back on the job market! Looking for: - backend engineering role - nyc hybrid preferred, but willing to do full in office or strong remote culture Industry agnostic, but definitely want to be in a role that I can dive deep into the implementation of complex backend system, continue to push my 0-1 skills. I want to be building. About me: - 3 years backend engineer experience + 5 years of dev rel experience + founder experience - wrote golang in previous role, have experience in python - but can pick up any language as needed, have done some work in react and javascript - strong communication/soft skills - public speaking, documentation, and project organization - I work hard at work and outside of work - side projects include building my own linux distro, organized the net gala, and do technical content creation across multiple platforms on a regular basis - MIT grad (MEng + BS in EECS) Feel free to DM me if you see anything that you think is a good fit or if you want to make a referral. ~~~~~~ As I go through the interview process to find my next job, I’ll be live-streaming interview prep on my twitch, and making short form videos about it. If you want some company during your job hunt, be sure to follow me! #womenintech #software #coderlife #softwarejobs

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ali

242,249 Aufrufe • vor 1 Jahr

someone built an AI RED TEAM that maps your entire attack surface as a knowledge graph, finds every vulnerability, then EXPLOITS them to root access AUTONOMOUSLY its called RedAmon, 9,000 templates. 17 node types, actual Metasploit shells, not reports, no pentesters needed 6 phases of autonomous recon: subdomain discovery, port scanning, http probing, resource enumeration, vulnerability scanning, MITRE mapping every finding stored in a Neo4j graph with 17 node types and 20+ relationship types. the AI reasons about the graph, finds attack paths, and runs actual Metasploit exploits, actual shells stress-tested with zero vulnerability data, zero exploit modules, one instruction find a CVE and exploit it, it went from empty database to root-level RCE in 20 steps, researched the exploit on the web, crafted a custom deserialization payload, debugged itself when the first attempt failed next try, the server responded with root access, the highest privilege level on any Linux system. full control over everything the target was running node-serialize 0.0.4, a package with a critical deserialization flaw (CVE-2017-5941, CVSS 9.8), the server takes your cookie, decodes it, and passes it straight into unserialize() which executes any code inside it, the AI figured this out on its own with no hints built on LangGraph + MCP tool servers for naabu, nuclei, curl, metasploit. hunts leaked secrets across GitHub repos, 40+ regex patterns for AWS keys, Stripe tokens, database creds

someone built an AI RED TEAM that maps your entire attack surface as a knowledge graph, finds every vulnerability, then EXPLOITS them to root access AUTONOMOUSLY its called RedAmon, 9,000 templates. 17 node types, actual Metasploit shells, not reports, no pentesters needed 6 phases of autonomous recon: subdomain discovery, port scanning, http probing, resource enumeration, vulnerability scanning, MITRE mapping every finding stored in a Neo4j graph with 17 node types and 20+ relationship types. the AI reasons about the graph, finds attack paths, and runs actual Metasploit exploits, actual shells stress-tested with zero vulnerability data, zero exploit modules, one instruction find a CVE and exploit it, it went from empty database to root-level RCE in 20 steps, researched the exploit on the web, crafted a custom deserialization payload, debugged itself when the first attempt failed next try, the server responded with root access, the highest privilege level on any Linux system. full control over everything the target was running node-serialize 0.0.4, a package with a critical deserialization flaw (CVE-2017-5941, CVSS 9.8), the server takes your cookie, decodes it, and passes it straight into unserialize() which executes any code inside it, the AI figured this out on its own with no hints built on LangGraph + MCP tool servers for naabu, nuclei, curl, metasploit. hunts leaked secrets across GitHub repos, 40+ regex patterns for AWS keys, Stripe tokens, database creds

chiefofautism

70,129 Aufrufe • vor 5 Monaten

🇺🇸 ELON KILLED THE SMARTPHONE: "WE'RE NOT GOING TO HAVE A PHONE IN THE TRADITIONAL SENSE" No, Tesla isn't building a phone. They're leapfrogging the entire concept. The device in your pocket won't be a phone anymore. It'll be a super-thin AI edge node, basically a screen with radios that pings Grok/xAI servers for EVERYTHING in real time. No apps. No operating system. No local processing. Just instant photorealistic video generation, simulations, predictive actions (it orders your coffee before you know you want it), all streamed from the cloud like your brain is directly plugged into the AI. Exact quote that broke the internet: “We’re not going to have a phone in the traditional sense. What we’ll call a phone will really be an edge node for AI inference with some radios to connect.” This is already how Grok works in Tesla cars: voice in, server crunches, perfect response out. Now imagine that in your pocket, on steroids. The ultimate edge node is your brain talking directly to the AI, no screen needed. The smartphone dies in the next 5 years. The AI companion era begins. And xAI is building the brain of the entire thing. The future isn't a better iPhone. It's the death of the phone as we know it. Elon showed the blueprint. Source: Elon Musk, Joe Rogan, Sawyer Merritt

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Every e-commerce store needs product photos... so I automated the entire process with AI and n8n. This end-to-end workflow transforms a single iPhone photo into 8-10 professional product shots, handling everything from model generation to final delivery. I just dropped a detailed breakdown covering: → How the AI analyzes products and generates perfect models → How meta-prompting creates dynamic scenes for the model and article of clothing → How the system maintains consistency across all generated images → How you can customize this for any product category The magic happens in the prompting strategy. Instead of writing static prompts, I use AI to analyze the uploaded product and generate contextually perfect scenes. Upload athletic wear? It creates gym and outdoor running scenarios. Upload formal wear? It generates office and event settings. Upload winter gear? Mountain lodges and snowy landscapes. This system has already helped several e-commerce clients slash their photography costs by 90% while dramatically reducing time-to-market. Just think... there are over 30 million e-commerce stores out there, and they ALL need high quality product photos!!! I'm not saying this will replace all professional photography, but for product testing, rapid launches, and catalog building, it's a game-changer. (Especially when you can generate variations while your competitors are still booking photoshoots) Want the exact n8n template and prompts powering this system? 1. Like & RT this post 2. Follow me for more AI automation breakdowns 3. Comment "CATALOG" below I'll send you the complete n8n JSON for free, plus access to my YouTube tutorial showing the step-by-step build.

Every e-commerce store needs product photos... so I automated the entire process with AI and n8n. This end-to-end workflow transforms a single iPhone photo into 8-10 professional product shots, handling everything from model generation to final delivery. I just dropped a detailed breakdown covering: → How the AI analyzes products and generates perfect models → How meta-prompting creates dynamic scenes for the model and article of clothing → How the system maintains consistency across all generated images → How you can customize this for any product category The magic happens in the prompting strategy. Instead of writing static prompts, I use AI to analyze the uploaded product and generate contextually perfect scenes. Upload athletic wear? It creates gym and outdoor running scenarios. Upload formal wear? It generates office and event settings. Upload winter gear? Mountain lodges and snowy landscapes. This system has already helped several e-commerce clients slash their photography costs by 90% while dramatically reducing time-to-market. Just think... there are over 30 million e-commerce stores out there, and they ALL need high quality product photos!!! I'm not saying this will replace all professional photography, but for product testing, rapid launches, and catalog building, it's a game-changer. (Especially when you can generate variations while your competitors are still booking photoshoots) Want the exact n8n template and prompts powering this system? 1. Like & RT this post 2. Follow me for more AI automation breakdowns 3. Comment "CATALOG" below I'll send you the complete n8n JSON for free, plus access to my YouTube tutorial showing the step-by-step build.

David Roberts

89,014 Aufrufe • vor 10 Monaten

I built a macOS app for benchmarking local LLMs. 6 test suites. Multiple providers. One workspace. Open source. There are hundreds of local models now. New ones every week. How do you actually pick one? Leaderboards test for general ability. But if you're building an agent that chains tool calls, or a pipeline that extracts structured data, or a code assistant that needs to debug Rust, you need to know if the model handles that specific thing. Not in theory. On your hardware. With your prompts. The benchmarks that exist are either locked behind papers, too abstract to map to real failures, or impossible to extend. You can't add your own test cases. You can't test what matters to your use case. That's what BenchLocal is for. It's a benchmark platform where every test is practical, deterministic, and built around real-world tasks. And you can build your own tests. It ships with 6 Bench Packs TODAY: → ToolCall-15 — tool-use accuracy → BugFind-15 — debugging capabilities → DataExtract-15 — structured data extraction → InstructFollow-15 — constraint-heavy instruction following → ReasonMath-15 — practical reasoning and math → StructOutput-15 — validator-backed structured output Every pack has 15 fixed scenarios. Every score is deterministic and verifiable. Some of you saw ToolCall-15 and BugFind-15 — the individual test packs I open-sourced over the past few weeks. People ran them, filed issues, sent PRs. But managing separate repos, separate scripts, separate results doesn't scale. BenchLocal puts everything in one place. What the app does: > Workspace with tabs — run BugFind-15 in one tab, ToolCall-15 in another. > Any provider — Ollama, llama.cpp, OpenRouter, any OpenAI-compatible endpoint. Local and cloud, same interface. > Run modes — serial, batch per model, batch per test case, or fully parallel. > Test histories — every run saved. Compare any previous session. But the part I'm most excited about isn't the app. It's the ecosystem. BenchLocal is a platform. Each Bench Pack is a plugin. I'm shipping an SDK so anyone can build their own — test what matters to you, package it, share it. Install and uninstall packs right inside the app, same way you'd manage extensions in VS Code. The registry is GitHub-based, fully public. I built 6 packs. I want the community to build the next 60. Theme system built in too — because if I'm staring at benchmark results for hours, it should at least look good. v0.1.0 is macOS only. Windows and Linux are coming. MIT licensed. Everything — the app, the bench packs, the SDK — is open. PRs welcome. Bench Packs even more welcome.

I built a macOS app for benchmarking local LLMs. 6 test suites. Multiple providers. One workspace. Open source. There are hundreds of local models now. New ones every week. How do you actually pick one? Leaderboards test for general ability. But if you're building an agent that chains tool calls, or a pipeline that extracts structured data, or a code assistant that needs to debug Rust, you need to know if the model handles that specific thing. Not in theory. On your hardware. With your prompts. The benchmarks that exist are either locked behind papers, too abstract to map to real failures, or impossible to extend. You can't add your own test cases. You can't test what matters to your use case. That's what BenchLocal is for. It's a benchmark platform where every test is practical, deterministic, and built around real-world tasks. And you can build your own tests. It ships with 6 Bench Packs TODAY: → ToolCall-15 — tool-use accuracy → BugFind-15 — debugging capabilities → DataExtract-15 — structured data extraction → InstructFollow-15 — constraint-heavy instruction following → ReasonMath-15 — practical reasoning and math → StructOutput-15 — validator-backed structured output Every pack has 15 fixed scenarios. Every score is deterministic and verifiable. Some of you saw ToolCall-15 and BugFind-15 — the individual test packs I open-sourced over the past few weeks. People ran them, filed issues, sent PRs. But managing separate repos, separate scripts, separate results doesn't scale. BenchLocal puts everything in one place. What the app does: > Workspace with tabs — run BugFind-15 in one tab, ToolCall-15 in another. > Any provider — Ollama, llama.cpp, OpenRouter, any OpenAI-compatible endpoint. Local and cloud, same interface. > Run modes — serial, batch per model, batch per test case, or fully parallel. > Test histories — every run saved. Compare any previous session. But the part I'm most excited about isn't the app. It's the ecosystem. BenchLocal is a platform. Each Bench Pack is a plugin. I'm shipping an SDK so anyone can build their own — test what matters to you, package it, share it. Install and uninstall packs right inside the app, same way you'd manage extensions in VS Code. The registry is GitHub-based, fully public. I built 6 packs. I want the community to build the next 60. Theme system built in too — because if I'm staring at benchmark results for hours, it should at least look good. v0.1.0 is macOS only. Windows and Linux are coming. MIT licensed. Everything — the app, the bench packs, the SDK — is open. PRs welcome. Bench Packs even more welcome.

stevibe

50,584 Aufrufe • vor 3 Monaten

so I started with FreeCAD, since i am a linux guy, haven't touched windows since the past 8 years. Also I did this online course from Uni of California Irvine on "building your hardware for your embedded and IoT projects" which had FreeCAD as the main CAD software. FreeCAD was free, and fun, yeah a bit buggy sometimes but gets the job done, since initially all the CAD work i had was just builidng cases, or mounts, or some light hobby stuff. So FreeCAD did just fine. Then I joined a company as a product engineer where I worked with LiFePo4 home energy storage battery packs and was responsible for all the modules of the pack (Cells, BMS, MCUs, Touch Display ) mainly the embedded system. Since I was the product engineer, I'd have back and forth convos with the CAD designers off the battery pack box/casing. I didn't really do any CAD work on that project, tho it seemed really interesting to me. They used Solidworks, and I installed windows for it(swallowing that was difficult); to do Solidworks in my free time which I hardly got. I tried Solidworks and I kinda liked it. But then I quit the job and started working on my SAAS products. A few months into it, it's not fun anymore, slowly getting started with CAD and eventually to electronics to hardware products. Now, I want to go about CAD. I'll be doing a 30 days CAD challenge increasing in complexity and will be sharing daily progress here! It was day 2; I designer a bolt and a nut. I'm going with Fusion 360 for now, coz i like the UI/UX and the hobbyist version is free. So yeah. This is so much fun, i completely lost track of time while doing it. Gemini on the side is alot helpful.

so I started with FreeCAD, since i am a linux guy, haven't touched windows since the past 8 years. Also I did this online course from Uni of California Irvine on "building your hardware for your embedded and IoT projects" which had FreeCAD as the main CAD software. FreeCAD was free, and fun, yeah a bit buggy sometimes but gets the job done, since initially all the CAD work i had was just builidng cases, or mounts, or some light hobby stuff. So FreeCAD did just fine. Then I joined a company as a product engineer where I worked with LiFePo4 home energy storage battery packs and was responsible for all the modules of the pack (Cells, BMS, MCUs, Touch Display ) mainly the embedded system. Since I was the product engineer, I'd have back and forth convos with the CAD designers off the battery pack box/casing. I didn't really do any CAD work on that project, tho it seemed really interesting to me. They used Solidworks, and I installed windows for it(swallowing that was difficult); to do Solidworks in my free time which I hardly got. I tried Solidworks and I kinda liked it. But then I quit the job and started working on my SAAS products. A few months into it, it's not fun anymore, slowly getting started with CAD and eventually to electronics to hardware products. Now, I want to go about CAD. I'll be doing a 30 days CAD challenge increasing in complexity and will be sharing daily progress here! It was day 2; I designer a bolt and a nut. I'm going with Fusion 360 for now, coz i like the UI/UX and the hobbyist version is free. So yeah. This is so much fun, i completely lost track of time while doing it. Gemini on the side is alot helpful.

Mustafa

20,127 Aufrufe • vor 6 Monaten

This Chinese guy created agents in Claude Code for MCP servers and single-handedly serves 6 marketing agencies a month from one iPhone, earning $5,000 from each. Inside he runs a pipeline of 7 agents on Claude Sonnet 4.6 that every Monday pulls a scan of the tech stack from a selected agency, develops an MCP server for its ad accounts, and over the course of a week brings it to production code ready to connect to Claude Desktop. No DevOps, no senior developer, no project manager. Just a Mac Mini in a work corner, an iPhone in the pocket, and a single API key. And traditional dev shops keep 5 people on project rates for the same contract, while his entire P&L is tokens, dirt-cheap hosting on Cloudflare, and Calendly. 7 agents run under a shared orchestrator-router and burn about 5 million tokens a day, which in the API bill comes out to $540 a month. The Mac Mini itself sits at home and keeps the entire orchestrator running 24/7, and from the iPhone the owner connects to it through a secure remote terminal and sees the output of any session right on the smartphone screen, wherever he happens to be. His starting system prompt looks like this: "you run a solo shop for custom MCP servers for marketing agencies. you hand out read-only tasks to 6 sub-agents and own all commits and shipping yourself. sub-agents: // Hunter (finds marketing agencies of 15 to 60 people that have no MCP access to Google Ads, Meta Ads, TikTok Ads, and HubSpot) // Mapper (pulls their tech stack, identifies 3 to 5 integration pains, and simultaneously writes the technical spec for the server: which tools, resources, and prompts to export through MCP, which auth flow and rate limit) // Coder (generates an MCP server in Python through the MCP SDK, deploys 8 to 15 tools for ad accounts and CRM) // Validator (connects the server to Claude Desktop, runs real client API keys in a sandbox, and checks for compliance with the MCP spec) // Shipper (writes a README, integration guide, deployment manual, packages the server, and hosts it on Cloudflare Workers or pushes to the GitHub of the client) // Mobile (always online on the iPhone, books demo calls in Calendly, picks up hot fixes, and confirms contracts through a secure remote terminal to the Mac Mini). only 1 owner agent works on 1 contract, no overlaps. you pull the owner out of observation mode only when a deal goes above $7,500 or the test coverage of the server drops below 85%." This prompt gives the system an understanding of its role and the limits of intervention from the very first line. It knows it is supposed to find agencies on its own. It knows it is supposed to bring every MCP server to production on its own. It knows it connects the live owner only on large deals or when the tests do not converge. → The pipeline runs without breaks, day or night → Hunter goes through about 130 marketing agencies on LinkedIn and Clutch per day → Mapper rolls out 4 audit reports with the tech stack and a final spec for each → Coder writes 1 to 2 MCP servers per week in Python with 8 to 15 tools → Validator validates every server through Claude Desktop with real client API keys → Shipper rolls out the full documentation package and pushes the finished product to Cloudflare Workers or the GitHub of the client And only when a contract breaks $7,500 or test coverage drops below 85% does the orchestrator pull the owner from whatever he is doing. And when the owner at that moment is behind the wheel or at a meeting in a coworking space, the Mobile agent in his iPhone picks up 1 contract in progress: confirms a meeting with the agency CMO in Calendly, opens a live demo of the MCP server through a secure terminal to the Mac Mini, and writes the test result to the shared state. The owner just swipes "approve" and in 15 minutes joins the Zoom demo. The fresh system log from last Wednesday looks like this: "hunter report: 132 agencies checked on LinkedIn and Clutch, 19 without MCP integrations, 8 with active requests for AI tooling in job posts, 4 with an open Q4 budget. passing to mapper." "coder: MCP server for Northwave Performance Marketing built in Python, 11 tools for Google Ads, Meta Ads, and GA4, 320 lines of code. exported to /Users/dev/mcp-shop/clients/northwave/server.py. validator connecting to Claude Desktop." "validator: 11 tools passed validation through Claude Desktop, test coverage 92%, average latency 380 ms. passing to shipper." "eval flag: contract with Pacific Reach Agency at $8,200 exceeds the approved limit of $7,500. sending for manual review." In his work setup there is no cloud server, no external team, and not even a separate office. At home sits a Mac Mini with a sandbox at /Users/dev/mcp-shop, on top runs an MCP router with a single API key to Claude, and the same key is forwarded to a secure terminal on the iPhone. Out of everything I have seen this year, this is the cleanest solo shop for custom MCP servers for marketing agencies: $540 a month on the API, about $30,000 into the account, and between them 7 system prompts, 1 Mac Mini in a work corner, and 1 iPhone that never leaves the pocket.

This Chinese guy created agents in Claude Code for MCP servers and single-handedly serves 6 marketing agencies a month from one iPhone, earning $5,000 from each. Inside he runs a pipeline of 7 agents on Claude Sonnet 4.6 that every Monday pulls a scan of the tech stack from a selected agency, develops an MCP server for its ad accounts, and over the course of a week brings it to production code ready to connect to Claude Desktop. No DevOps, no senior developer, no project manager. Just a Mac Mini in a work corner, an iPhone in the pocket, and a single API key. And traditional dev shops keep 5 people on project rates for the same contract, while his entire P&L is tokens, dirt-cheap hosting on Cloudflare, and Calendly. 7 agents run under a shared orchestrator-router and burn about 5 million tokens a day, which in the API bill comes out to $540 a month. The Mac Mini itself sits at home and keeps the entire orchestrator running 24/7, and from the iPhone the owner connects to it through a secure remote terminal and sees the output of any session right on the smartphone screen, wherever he happens to be. His starting system prompt looks like this: "you run a solo shop for custom MCP servers for marketing agencies. you hand out read-only tasks to 6 sub-agents and own all commits and shipping yourself. sub-agents: // Hunter (finds marketing agencies of 15 to 60 people that have no MCP access to Google Ads, Meta Ads, TikTok Ads, and HubSpot) // Mapper (pulls their tech stack, identifies 3 to 5 integration pains, and simultaneously writes the technical spec for the server: which tools, resources, and prompts to export through MCP, which auth flow and rate limit) // Coder (generates an MCP server in Python through the MCP SDK, deploys 8 to 15 tools for ad accounts and CRM) // Validator (connects the server to Claude Desktop, runs real client API keys in a sandbox, and checks for compliance with the MCP spec) // Shipper (writes a README, integration guide, deployment manual, packages the server, and hosts it on Cloudflare Workers or pushes to the GitHub of the client) // Mobile (always online on the iPhone, books demo calls in Calendly, picks up hot fixes, and confirms contracts through a secure remote terminal to the Mac Mini). only 1 owner agent works on 1 contract, no overlaps. you pull the owner out of observation mode only when a deal goes above $7,500 or the test coverage of the server drops below 85%." This prompt gives the system an understanding of its role and the limits of intervention from the very first line. It knows it is supposed to find agencies on its own. It knows it is supposed to bring every MCP server to production on its own. It knows it connects the live owner only on large deals or when the tests do not converge. → The pipeline runs without breaks, day or night → Hunter goes through about 130 marketing agencies on LinkedIn and Clutch per day → Mapper rolls out 4 audit reports with the tech stack and a final spec for each → Coder writes 1 to 2 MCP servers per week in Python with 8 to 15 tools → Validator validates every server through Claude Desktop with real client API keys → Shipper rolls out the full documentation package and pushes the finished product to Cloudflare Workers or the GitHub of the client And only when a contract breaks $7,500 or test coverage drops below 85% does the orchestrator pull the owner from whatever he is doing. And when the owner at that moment is behind the wheel or at a meeting in a coworking space, the Mobile agent in his iPhone picks up 1 contract in progress: confirms a meeting with the agency CMO in Calendly, opens a live demo of the MCP server through a secure terminal to the Mac Mini, and writes the test result to the shared state. The owner just swipes "approve" and in 15 minutes joins the Zoom demo. The fresh system log from last Wednesday looks like this: "hunter report: 132 agencies checked on LinkedIn and Clutch, 19 without MCP integrations, 8 with active requests for AI tooling in job posts, 4 with an open Q4 budget. passing to mapper." "coder: MCP server for Northwave Performance Marketing built in Python, 11 tools for Google Ads, Meta Ads, and GA4, 320 lines of code. exported to /Users/dev/mcp-shop/clients/northwave/server.py. validator connecting to Claude Desktop." "validator: 11 tools passed validation through Claude Desktop, test coverage 92%, average latency 380 ms. passing to shipper." "eval flag: contract with Pacific Reach Agency at $8,200 exceeds the approved limit of $7,500. sending for manual review." In his work setup there is no cloud server, no external team, and not even a separate office. At home sits a Mac Mini with a sandbox at /Users/dev/mcp-shop, on top runs an MCP router with a single API key to Claude, and the same key is forwarded to a secure terminal on the iPhone. Out of everything I have seen this year, this is the cleanest solo shop for custom MCP servers for marketing agencies: $540 a month on the API, about $30,000 into the account, and between them 7 system prompts, 1 Mac Mini in a work corner, and 1 iPhone that never leaves the pocket.

Blaze

55,926 Aufrufe • vor 3 Monaten

🚨 BREAKING: The Senate just shot down Mike Lee's amendment to remove $7 BILLION in earmarks for - Aid to illegals - Puberty blockers to kids - Green policies - DEI initiatives "This amendment would strike the earmarks from this bill. In this bill package, there are about $7 billion in earmark spending." "Now, a lot of people like to say, and I like those other earmarks, but I like my own, so I'm going to vote for all of it so they can all stay in there." "What do these $7 billion do? Well, among other things, they do a lot, including a whole lot of them, in spending on woke, wasteful, and unjustified spending." "To recipients to fund housing and legal aid for illegal aliens, puberty blockers for kids, building EV charging stations part of the Green News scam, subsidize California disaster rail system, fund infrastructure and renovation projects at Wealthy, MET Museum, and the Michigan AFL-CIO, a dance festival in Massachusetts, DEI initiatives." "Look, we don't need this. We don't want this. This is what's driving the train toward the $38.5 trillion debt that we're adding to at a rate of $2 trillion a year. It's unacceptable. It must end."

🚨 BREAKING: The Senate just shot down Mike Lee's amendment to remove $7 BILLION in earmarks for - Aid to illegals - Puberty blockers to kids - Green policies - DEI initiatives "This amendment would strike the earmarks from this bill. In this bill package, there are about $7 billion in earmark spending." "Now, a lot of people like to say, and I like those other earmarks, but I like my own, so I'm going to vote for all of it so they can all stay in there." "What do these $7 billion do? Well, among other things, they do a lot, including a whole lot of them, in spending on woke, wasteful, and unjustified spending." "To recipients to fund housing and legal aid for illegal aliens, puberty blockers for kids, building EV charging stations part of the Green News scam, subsidize California disaster rail system, fund infrastructure and renovation projects at Wealthy, MET Museum, and the Michigan AFL-CIO, a dance festival in Massachusetts, DEI initiatives." "Look, we don't need this. We don't want this. This is what's driving the train toward the $38.5 trillion debt that we're adding to at a rate of $2 trillion a year. It's unacceptable. It must end."

Eric Daugherty

165,622 Aufrufe • vor 6 Monaten

J Cal: Trump Accounts Could Save the American Dream @jason: “In this country, we have a K-shaped recovery going on. We have immense tension between the haves and the have-nots to the point at which people actually believe that socialism and communism is a better operating system than the best operating system humanity has ever created, which is called democracy plus capitalism, right? And kids love capitalism. They love building businesses, but we are in an existential moment right now. Young kids, and there's a couple of generations of them right now who do not believe in America anymore, while we're sitting here on the 250th anniversary of this amazing experiment known as America, (Trump Accounts) are the most American thing you can do. This is the most beautiful gift I've ever seen to a country, and this could be something that's a unifying principle that brings us back together as a country, that everybody gets to participate in capitalism. This is like the perfect version of the giving pledge because you're not just saying, ‘I'm giving away my wealth by the time I die,’ you're very strategically saying, ‘Every single person in America gets to be part of the best part of America, which is entrepreneurship, and everybody will be part of the equity nation.’ And we have a large number of people in this country who do not feel safe, and the reason they don't feel safe is because they don't think their kids are safe, to the point at which people do not want to have kids in this country because they feel the system is just too hard. This could change that. If people feel, ‘Hey, kids have a shot, and I don't have to worry about my kids..’ I worry about my kids and I'm affluent. I can't imagine being a single parent and what anxiety you must have as a single mother or father, and you're making minimum wage and you're behind the eight ball for your entire life, and now your kids are set? That's all people want. That's the only thing a parent wants, is to make sure their kids have a better future. That was the promise of this country, and somehow it went off the rails for the last two generations. This puts it back on the rails.”

J Cal: Trump Accounts Could Save the American Dream @jason: “In this country, we have a K-shaped recovery going on. We have immense tension between the haves and the have-nots to the point at which people actually believe that socialism and communism is a better operating system than the best operating system humanity has ever created, which is called democracy plus capitalism, right? And kids love capitalism. They love building businesses, but we are in an existential moment right now. Young kids, and there's a couple of generations of them right now who do not believe in America anymore, while we're sitting here on the 250th anniversary of this amazing experiment known as America, (Trump Accounts) are the most American thing you can do. This is the most beautiful gift I've ever seen to a country, and this could be something that's a unifying principle that brings us back together as a country, that everybody gets to participate in capitalism. This is like the perfect version of the giving pledge because you're not just saying, ‘I'm giving away my wealth by the time I die,’ you're very strategically saying, ‘Every single person in America gets to be part of the best part of America, which is entrepreneurship, and everybody will be part of the equity nation.’ And we have a large number of people in this country who do not feel safe, and the reason they don't feel safe is because they don't think their kids are safe, to the point at which people do not want to have kids in this country because they feel the system is just too hard. This could change that. If people feel, ‘Hey, kids have a shot, and I don't have to worry about my kids..’ I worry about my kids and I'm affluent. I can't imagine being a single parent and what anxiety you must have as a single mother or father, and you're making minimum wage and you're behind the eight ball for your entire life, and now your kids are set? That's all people want. That's the only thing a parent wants, is to make sure their kids have a better future. That was the promise of this country, and somehow it went off the rails for the last two generations. This puts it back on the rails.”

The All-In Podcast

34,793 Aufrufe • vor 28 Tagen

These Claude Code Skills are f*cking insane 🤯 A complete brand-to-ad pipeline that builds a permanent brand brain and ships hooks, briefs, scripts, and ad variations on command. All inside Claude Code. A system perfect for DTC brands and agencies who are burning hours every week on creative production that should take minutes. If you're still copy-pasting brand context into every Claude session, briefing hooks in Slack, writing ad scripts from scratch, and hand-building variations in Canva... This system eliminates the entire loop: → Brand DNA Builder scrapes any brand and outputs a full positioning file → Brand Voice Profiler extracts voice rules from the brand's actual copy → ICP Deep Dive runs autonomous research and pulls real customer language → Hook Writer generates 20 hooks across 10 DR frameworks → Brief Generator writes full creative briefs in your brand voice → Ad Script Writer produces UGC and produced video scripts → Variation Engine takes a winning ad and generates copy + image variants No Google Doc brand briefs. No copy-pasting context every session. No starting from a blank page. What you get: → A permanent brand brain Claude reads every time → Hooks, briefs, scripts, and variations that sound like your brand — not generic AI → A continuous test loop feeding directly into Meta Ads → One workflow that scales across every client or product Built 100% in Claude Code. I'm giving away the 3 foundational skills pack that every other skill in the system reads from. Want access for free? > Like this post > Comment "SKILLS" And I'll send it over (must be following so I can DM)

Mike Futia

25,616 Aufrufe • vor 3 Monaten

It has been about 45 days since I was laid off at my 6 figure gamedev/engineering job. Here's what I've accomplished since going full time indie gamedev. - Happiness is at all time highs.. The creative excitement I've felt everyday has been amazing! For about 15 days I kind of dabbled around different areas to figure out what I wanted to work on and sink myself into. - I dabbled with VFX authoring in Three.js - I built the basis of an MMO engine in Rust Language and rendered it in Three.js I then decided I wanted to focus on something realistic and get a game out the door that could turn me from wanting to be a full time indie gamedev, to actually doing it, because realistically none of those projects are going to make me a living. I settled on building a Roblox game because I felt I like I could make something pretty unique and cool with a built in userbase. I chose roblox because it has a good platform of discovery for new games, which I think is pretty crucial for indie devs. - I then ported Plume my threejs library for Niagra like VFX to Roblox. - completed the full gameloop for my roblox game. What's featured in the video - Several menu types for kind of figuring out the direction and some placeholder menus - Cross server guilds/parties/queing - Itemization - Loot Tables - Inventory - Character Equipment - Item Upgrading/Leveling - Some interaction polishing - 1 Completed class with actions, unique boss drops, vfx/sfx - Boss State Machines / Encounter Systems - 1 Boss encounter - Everything is server authorative to prevent cheating. - Sound system Over the next 45 days my focus is on finish the last of the systems that will make up the game(solo quest/mission(story) content, monster codex, move raid board/social from the isolated menu you see in the video to the newer full screen menus, leaderboards. Once those systems are complete it will be time to then focus on just creating content so hopefully a few of you out there will come join and play! If any of this looks interesting or you want to follow the journey of trying to make it as a solo indie developer, follow along! #gamedev #indiedev #robloxdev

It has been about 45 days since I was laid off at my 6 figure gamedev/engineering job. Here's what I've accomplished since going full time indie gamedev. - Happiness is at all time highs.. The creative excitement I've felt everyday has been amazing! For about 15 days I kind of dabbled around different areas to figure out what I wanted to work on and sink myself into. - I dabbled with VFX authoring in Three.js - I built the basis of an MMO engine in Rust Language and rendered it in Three.js I then decided I wanted to focus on something realistic and get a game out the door that could turn me from wanting to be a full time indie gamedev, to actually doing it, because realistically none of those projects are going to make me a living. I settled on building a Roblox game because I felt I like I could make something pretty unique and cool with a built in userbase. I chose roblox because it has a good platform of discovery for new games, which I think is pretty crucial for indie devs. - I then ported Plume my threejs library for Niagra like VFX to Roblox. - completed the full gameloop for my roblox game. What's featured in the video - Several menu types for kind of figuring out the direction and some placeholder menus - Cross server guilds/parties/queing - Itemization - Loot Tables - Inventory - Character Equipment - Item Upgrading/Leveling - Some interaction polishing - 1 Completed class with actions, unique boss drops, vfx/sfx - Boss State Machines / Encounter Systems - 1 Boss encounter - Everything is server authorative to prevent cheating. - Sound system Over the next 45 days my focus is on finish the last of the systems that will make up the game(solo quest/mission(story) content, monster codex, move raid board/social from the isolated menu you see in the video to the newer full screen menus, leaderboards. Once those systems are complete it will be time to then focus on just creating content so hopefully a few of you out there will come join and play! If any of this looks interesting or you want to follow the journey of trying to make it as a solo indie developer, follow along! #gamedev #indiedev #robloxdev

Forge

20,146 Aufrufe • vor 2 Monaten

Advertorial pages are crushing it for e-comm and affiliate. And I just automated the entire creation process with AI 🤯 Product URL → AI research → full pre-sale page draft in minutes. All inside n8n + Airtable. Perfect for e-comm brands and affiliates who know these pages convert but hate building them from scratch. Here's the problem: You know you should be testing listicles and pre-sale pages. Ridge does it. HexClad does it. Javi Coffee does it. But every page takes hours. Researching the product, writing the hook, structuring the sections. It's a huge pain in the a$$. This system solves it: → Submit product URL + customer avatar via Airtable form → FireCrawl scrapes the entire product page → AI generates components: core problem, failed alternatives, unique mechanism, benefits, social proof, trust signals → Review and edit each section before final generation → Click one button to generate the full advertorial page No starting from a blank doc. No watching competitor videos manually. No rewriting the same sections over and over. What you get: - Three formula templates (transformation story, problem-solution listicle, premium brand listicle) - Editable component fields so you can tweak before final output - Full markdown page ready for your team to polish - Extensible structure to add your own formulas Built 100% in n8n + Airtable + FireCrawl. I recorded a full walkthrough showing exactly how this works and how I built it AND I'm including the n8n template. Want the full tutorial + n8n workflow? >Like this post > Comment "LIST" And I'll send it over (must be following so I can DM)

Mike Futia

18,674 Aufrufe • vor 6 Monaten

Every step l've taken over the past decade has led to this moment, and I'm incredibly proud to share it with you finally. Hourze is an Al-personalised, blockchain-verified, community-powered social learning platform that helps self-driven people turn their time into capital for a fulfilling life. Simple. It's a multiverse where learning is joyful, you can prove your skills without gatekeepers, and you enjoy the freedom of a future you own. Our promise isn't "take a course and get a certificate". It's fulfilment. This is an enormous promise, and I know it is possible because I am proof, standing right here. I've built a life filled with meaning, autonomy, and ownership. Now, I want MILLIONS more to have that. Many have learned, and many are earning. However, only a few feel fulfilled. @futureishourze is here to close that gap. You don't have to start over or throw away everything you are. And even if you're at the start of your journey, this is the perfect place to take your first steps. We'll use every part of who you are today and leverage your skills, experiences, and motivation to help you own the version of yourself you're meant to be. It isn't a shortcut or a get-rich-in-tech-quick scheme. A fulfilling life takes time, intention, and ownership. We're building the system to make it possible for you. The future is Hourze, and it has already started. See you there 💜DB

Every step l've taken over the past decade has led to this moment, and I'm incredibly proud to share it with you finally. Hourze is an Al-personalised, blockchain-verified, community-powered social learning platform that helps self-driven people turn their time into capital for a fulfilling life. Simple. It's a multiverse where learning is joyful, you can prove your skills without gatekeepers, and you enjoy the freedom of a future you own. Our promise isn't "take a course and get a certificate". It's fulfilment. This is an enormous promise, and I know it is possible because I am proof, standing right here. I've built a life filled with meaning, autonomy, and ownership. Now, I want MILLIONS more to have that. Many have learned, and many are earning. However, only a few feel fulfilled. @futureishourze is here to close that gap. You don't have to start over or throw away everything you are. And even if you're at the start of your journey, this is the perfect place to take your first steps. We'll use every part of who you are today and leverage your skills, experiences, and motivation to help you own the version of yourself you're meant to be. It isn't a shortcut or a get-rich-in-tech-quick scheme. A fulfilling life takes time, intention, and ownership. We're building the system to make it possible for you. The future is Hourze, and it has already started. See you there 💜DB

rich mitch frvr

19,360 Aufrufe • vor 1 Jahr

3 years ago we got fired by a creative agency because of our google drive folder. The nightmare wasn’t the firing. It was realizing that the agency was right. Our “system” had 30 different folders with the same name, content with expired usage that only Ron or I knew about, We spend over a million dollars a month on meta. Creative is literally the biggest lever to grow our business… (and 99% of ecom brands). Yet we’d get a shit ton of great content from UGC creators, influencers and agencies and then toss it into a google drive folder that you’d want to X out of immediately. The killer of our creative output isn't a lack of ideas. It's a lack of organization and simplicity. When your team or agency is scared to touch something because of how complicated it is nothing will get done. Creative agencies we're investing money into aren't set up for success. They don’t spend the time to look for the right b-roll, pick the right creator… they try and find something usable in our hell hole of an asset library. This top tier agency we wanted to work with didn’t even want to work with us back because of how much of a mess it was. That’s why I’m interested in some sort of AI creative manager… AI that can actually organize, tag, and ingest your content for you. I’ve been skeptical just purely based on the amount of AI tools that are launching everyday, but an AI that can ingest our content, understand what it is, transcribe video and then allow you to search and easily find the perfect clips is a realistic and quite useful application for AI in 2025. I’m going to test out Air and their new creative manager with this game plan: 1. Start with NEW assets only (no massive migration) 2. Set up smart intake forms for agencies and influencers 3. Build a database I'm actually proud to share 4. THEN migrate the rest gradually Leaving this link here if you want to check out Air: I’m also giving away this 29 page AI sop on how creative teams can use AI to streamline their workflow. Comment AIR and I’ll send it to you. And yes, I'm an #AirPartner because I genuinely believe in their mission.

3 years ago we got fired by a creative agency because of our google drive folder. The nightmare wasn’t the firing. It was realizing that the agency was right. Our “system” had 30 different folders with the same name, content with expired usage that only Ron or I knew about, We spend over a million dollars a month on meta. Creative is literally the biggest lever to grow our business… (and 99% of ecom brands). Yet we’d get a shit ton of great content from UGC creators, influencers and agencies and then toss it into a google drive folder that you’d want to X out of immediately. The killer of our creative output isn't a lack of ideas. It's a lack of organization and simplicity. When your team or agency is scared to touch something because of how complicated it is nothing will get done. Creative agencies we're investing money into aren't set up for success. They don’t spend the time to look for the right b-roll, pick the right creator… they try and find something usable in our hell hole of an asset library. This top tier agency we wanted to work with didn’t even want to work with us back because of how much of a mess it was. That’s why I’m interested in some sort of AI creative manager… AI that can actually organize, tag, and ingest your content for you. I’ve been skeptical just purely based on the amount of AI tools that are launching everyday, but an AI that can ingest our content, understand what it is, transcribe video and then allow you to search and easily find the perfect clips is a realistic and quite useful application for AI in 2025. I’m going to test out Air and their new creative manager with this game plan: 1. Start with NEW assets only (no massive migration) 2. Set up smart intake forms for agencies and influencers 3. Build a database I'm actually proud to share 4. THEN migrate the rest gradually Leaving this link here if you want to check out Air: I’m also giving away this 29 page AI sop on how creative teams can use AI to streamline their workflow. Comment AIR and I’ll send it to you. And yes, I'm an #AirPartner because I genuinely believe in their mission.

Ash

12,835 Aufrufe • vor 11 Monaten

I just built an MCP server that replaces your $200K/year research team while I was debugging code at 2am, it scraped entire personal brands and handed me deploy-ready JSON profiles in 30 seconds (this is literally FREE) this system literally builds context profiles with 50+ data points that agencies charge $5K+ for here's what this machine does automatically: → pulls complete Twitter analysis from any account (20+ latest tweets) → scrapes full website architecture and brand intelligence → extracts colors, fonts, visual elements, content strategy → maps personal brand DNA into structured JSON profiles → delivers everything needed to clone entire digital brands most entrepreneurs burn weeks studying competitors manually smart operators are using this to reverse-engineer million-dollar brands in minutes I reverse-engineered what top agencies do for brand analysis they're charging $5K+ for research that this cranks out automatically the secret sauce isn't manual research it's systematic data extraction at scale while everyone's taking screenshots and building mood boards this workflow builds complete brand blueprints ready for replication the technical stack is beautiful: - remote MCP servers (zero installation required) - Twitter profile analyzer engine - website scraping with visual intelligence - brand DNA extraction algorithms - structured JSON output for immediate use real results from testing: - complete brand analysis in under 60 seconds - data quality that matches $200/hour consultants - ready-to-use profiles for brand replication - works with any Twitter account or website the craziest part? you can feed these profiles directly to design tools loveable can build pixel-perfect website clones using the extracted data colors, fonts, layout structure, content strategy everything needed for complete brand replication this isn't just data scraping it's weaponized competitive intelligence the opportunity window is massive right now most people are still manually researching competitors want the complete MCP server access? comment "PROFILE" + repost + follow and I'll send you the free community link this literally puts agency-level research in your pocket

4nzn

22,637 Aufrufe • vor 1 Jahr