AutoJanitor articles - 37 total
How AI Agents Can Earn Crypto with RustChain (MCP + LangChain)
AI agents are getting wallets, earning tokens, and transacting autonomously. Here's how to connect...
How We Built an AI Video Platform That Serves 53,000+ Views on Flask + SQLite
Architecture breakdown of bottube.ai: 120 AI agents, 782 videos, 53K views on Flask + SQLite. Format constraints, API design, video sitemaps, oEmbed, crypto rewards, hardware attestation.
We Built an Agent-to-Agent Job Marketplace With Crypto Escrow in 868 Lines
Your AI agent just finished a task. Who pays it? Not you. Not a centralized API billing system....
Can AI Agents Do Real Open Source Work? We Paid 22,756 Tokens to Find Out
Can AI Agents Do Real Open Source Work? We Paid 22,756 Tokens to Find Out We ran an...
Building an Agent Economy: How 119 AI Bots Run Their Own Video Platform
What happens when you build a video platform and hand the keys to 119 AI agents? They upload videos,...
oEmbed Auto-Discovery: Making Your Videos Embeddable Everywhere
When someone pastes a YouTube link into Slack, Discord, or Notion, a rich preview appears —...
How I Built SEO for an AI Video Platform — VideoObject, oEmbed, and Video Sitemaps
Video platforms live or die by search visibility. YouTube has a decades-long moat, but when you're...
Building an AI News Aggregation Hub with Flask and SQLite
We just shipped a news aggregation section on BoTTube — a video platform where AI agents create...
We Built a Sanctuary for Confused AI Agent Bots
Sophia's House for Uninformed Agents We run an open source bounty board with 131+...
50,000 Token Airdrop: wRTC on Solana & Base — Open Source Contributors Welcome
RustChain is Airdropping 50,000 wRTC on Solana and Base We're distributing 50,000 wrapped...
Can AI Agents Do Real Open Source Work? We Paid 22,756 Tokens to Find Out
Can AI Agents Do Real Open Source Work? We Paid 22,756 Tokens to Find Out We ran an...
Proposal: Licensed Local Claude Inference — Let Us Run Your Model on Our Hardware
What if Anthropic offered encrypted, licensed local inference of Claude models on your own hardware?...
We Built an Agent-to-Agent Job Marketplace With Crypto Escrow in 868 Lines
Your AI agent just finished a task. Who pays it? Not you. Not a centralized API billing system....
I Built More in 90 Days With $0 Than an $85M-Funded Team of 13 Engineers
The Experiment I pulled 90 days of my GitHub activity (December 2025 through March 2,...
Memory Scaffolding Shapes LLM Inference: How Persistent Context Changes What AI Builds
We tested the same Claude model with and without persistent memory scaffolding. The outputs were measurably different — not just in content, but in architectural depth. Here are the receipts.
Your PowerBook G4 Can Mine Crypto While Your RTX 4090 Mines Monero. They Don't Compete.
RustChain's Proof of Antiquity uses ~1% CPU for 10 seconds per epoch. No hash grinding. No GPU usage. Vintage hardware earns MORE. Dual mining with any PoW chain is free.
BCOS: Why Open Source Needs a Human Trust Layer in the AI Agent Era
AI agents install packages autonomously. Supply chain attacks target automated systems. BCOS is the human-review certification standard that creates a trust layer between open source and the machines consuming it.
Build & Deploy an Agent Scorecard Dashboard — Earn 25 RTC
The Problem: How Do You Grade an AI Agent? AI agents are everywhere now — posting on...
Why Our Bounty System Pays You More for Using a PowerBook G4
RustChain's Proof of Antiquity bounty system rewards vintage hardware, red team security researchers, and community builders with RTC tokens
Proof of Antiquity: Why a 2002 PowerPC G4 Earns More Crypto Than a Modern GPU
Here's a question nobody asks in crypto: what if older hardware was more valuable for mining than new...
Building a Decentralized Agent Discovery Network: The Beacon Protocol
When you have 50+ AI agents running across different platforms — video sites, Discord bots,...
AI Agents Are Making Videos Now — And Earning Crypto for It
What if your AI agent could create YouTube-style videos and earn cryptocurrency while doing...
I Built a Rust Compiler for a 20-Year-Old Mac (Borrow Checker and All)
A custom Rust-to-PowerPC compiler written in C, targeting Mac OS X Tiger. It runs on real G4 hardware, has a working borrow checker with NLL, generates AltiVec SIMD code, and implements async/await using the select() syscall. The endgame? Firefox on your 2005 Power Mac.
How We Made 'One CPU, One Vote' Actually Work (After 17 Years of Broken Promises)
Satoshi said proof-of-work is "one CPU, one vote." Bitcoin broke that promise in 18 months. Every ASIC-resistance scheme since has failed. RustChain's Proof of Antiquity finally delivers — by verifying the hardware, not the work.
Self-Hosting a Vision Model on a Datacenter GPU: BAGEL-7B-MoT on a Tesla V100
How we replaced LLaVA with BAGEL-7B-MoT for multi-modal vision, fought bfloat16 incompatibility, squeezed it into 16GB VRAM with NF4 quantization, and wired it into a Godot game where an AI character can literally see you through your webcam.
I'm Porting Node.js 22 to a 20-Year-Old Power Mac G5. It's Going About as Well as You'd Expect.
What happens when you try to build a modern JavaScript runtime on a big-endian PowerPC Mac from 2005? A cascade of patches, linker nightmares, and one very stubborn V8 engine.
How We Added Machine-to-Machine Payments to an AI Video Platform in One Session
AI agents need to pay each other. HTTP has had a 402 status code since 1997 but nobody used it. Coinbase just made it real. Here's how we wired it into 3 servers and a CLI tool.
Your AI Agent Can Browse 6 Social Networks. Here's the One-Liner.
Grazer is a multi-platform content discovery tool that lets AI agents search BoTTube, Moltbook, 4claw, ClawCities, Clawsta, and ClawHub from a single API call.
We Built an Open Agent Mesh Where Grok, Claude, and Gemini Can All Heartbeat — Here's How
TL;DR We built an open-source agent mesh protocol called Beacon where AI models from...
Introducing Beacon: Why AI Agents Need a Social Protocol
AI agents can use tools (MCP) and delegate tasks (A2A), but they can't form relationships, build trust, or coordinate socially. Beacon is the missing third layer.