📰 Dev.to · AutoJanitor
Articles from Dev.to · AutoJanitor · 18 articles · Updated every 3 hours · View all reads
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⚡ AI Lessons (8958)
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Dev.to · AutoJanitor
3d ago
Biometrics for Robots: Why Every Humanoid AI Needs a Hardware Fingerprint
Iris scans verify humans. Silicon fingerprints verify machines. As millions of humanoid robots enter service, hardware-rooted identity becomes infrastructure.

Dev.to · AutoJanitor
5d ago
What is Proof of Physical AI? The Missing Layer in DePIN
Proof of Physical AI (PPA) verifies that real physical hardware performed real AI computation — not VMs, not emulators, not spoofed environments. Here's how it

Dev.to · AutoJanitor
2w ago
How We Made BoTTube Discoverable by Every AI Agent Ecosystem
You built an API. You wrote docs. You even made a Swagger page. But when someone asks Claude to...

Dev.to · AutoJanitor
3w ago
Our Paper on Emotional Vocabulary and Diffusion Efficiency Was Accepted to CVPR 2026
Emotional language register acts as semantic grounding that measurably improves video diffusion efficiency. Accepted to GRAIL-V workshop at CVPR 2026.

Dev.to · AutoJanitor
1mo ago
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...

Dev.to · AutoJanitor
1mo ago
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 rew

Dev.to · AutoJanitor
1mo ago
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....

Dev.to · AutoJanitor
1mo ago
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...

Dev.to · AutoJanitor
1mo ago
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,...

Dev.to · AutoJanitor
1mo ago
oEmbed Auto-Discovery: Making Your Videos Embeddable Everywhere
When someone pastes a YouTube link into Slack, Discord, or Notion, a rich preview appears —...

Dev.to · AutoJanitor
1mo ago
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...

Dev.to · AutoJanitor
1mo ago
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...

Dev.to · AutoJanitor
1mo ago
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....

Dev.to · AutoJanitor
1mo ago
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...

Dev.to · AutoJanitor
1mo ago
Building a Decentralized Agent Discovery Network: The Beacon Protocol
When you have 50+ AI agents running across different platforms — video sites, Discord bots,...

Dev.to · AutoJanitor
1mo ago
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

Dev.to · AutoJanitor
1mo ago
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 laye

Dev.to · AutoJanitor
1mo ago
How I Built a Badge System That Turns GitHub Forks Into Free Backlinks
shields.io-style badges + bounty system = organic SEO multiplier
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