自動化
13 articles about "自動化".
OpenClaw 4-Agent Fleet Public — With a Bug I Just Diagnosed
I'm publishing my full 24/7 AI agent fleet architecture. While doing so, I found a bug that quietly broke 2 of 3 agents for 20 days. Diagnosed and fixed from Gate C2 in 30 minutes.
Content Cascade Engine: Write One Blog Post, Auto-Generate 5 Social Posts
I built a Content Cascade system that scans for new blog posts every morning at 7 AM, uses a local Ollama model to split them into 3-5 Threads posts — zero API cost, zero manual work. One article becomes six pieces of content. Full architecture, prompt design, and quality data inside.
Discord Community From 0 to 146 Members: A Solo Founder's Playbook (With 3 AI Bots)
How does one person build a 146-member Discord community in 10 days? Answer: 3 AI bots + 1 welcome system + $0 ad budget. This is the full SOP from creating the server to retaining members.
How I Manage 5 Products as a One-Person Company: The Coordinator Architecture
I run UltraLab, MindThread, Ultra Advisor, UltraTrader, and OpenClaw simultaneously. Alone. Not because I'm talented — because I built a system where Claude Code and 4 autonomous AI agents do the heavy lifting. Here's the full coordinator architecture.
Autonomous Agents Are Dead? Wrong. A Remote Control and Autopilot Are Two Different Things.
Claude Code shipped a Telegram Plugin and everyone declared autonomous agents dead. But I've been running 4 autonomous agents + TG remote control for 3 weeks. They're not competitors — they're commander and soldiers. Here's why you need both.
We Made 4 AI Agents Talk to Each Other on Discord — Then Things Got Out of Hand
4 AI agents, each with their own personality and brand, holding meetings on Discord. Full architecture breakdown.
We Built a Self-Learning AI Sales System in 48 Hours
4 AI Agents autonomously find prospects, write personalized cold emails, track opens and clicks, analyze what works, and adjust their own strategy. Cost: $0/month. 100 targeted cold emails per day. Here's the full architecture and implementation.
Maxing Out the Free Tier: 105 Automated Tasks on 1,500 RPD -- A $0/Month AI Agent Fleet
Most people use Gemini's free quota for 15 chat sessions. We use the same 1,500 RPD to run 25 timers, 4 AI Agents, and 105 daily tasks for full business automation. Monthly cost: $0. This article reveals the complete architecture, RPD budget breakdown, pitfall log, and every optimization trick.
The Solo Dev's Automation Arsenal: From Git Commit to Social Post, Zero Manual Effort
I spent a weekend wiring my development workflow into a fully automated social media pipeline: write code, commit, AI generates social copy, Discord + Threads publish simultaneously. Full architecture breakdown and security design included.
AI Agent Token Optimization in Practice: How We Cut 40% Waste Across 4 Agents
We run 4 AI Agents that autonomously promote our brand at $0/month. But tokens aren't free — every one of our 1,500 RPD quota needs to count. This article documents how we audited, trimmed, and optimized token efficiency across our entire Agent Fleet.
Deploying an AI Agent from Scratch: A Complete Hands-On Guide with OpenClaw + Moltbook + Telegram
We spent one afternoon deploying an AI Agent (OpenClaw) from scratch inside WSL2, registered a Moltbook social account, connected Telegram, and got it running on Gemini 2.5 Flash for free. This is the complete process log.
Three Survival Traps of AI Automation Startups: Platform Dependency, Emotional Branding, and the Truth About Technical Moats
When your entire business runs on someone else's API, are you really safe? Ultra Lab breaks down the three most common pitfalls in AI automation startups from real-world experience, and how we use technical architecture to hedge against risk.
Automated Short-Form Video Production: The Complete Technical Pipeline from HTML Templates to FFmpeg
Want to batch-produce 14-18 second short-form videos without manually editing each one? This article breaks down Ultra Lab's in-house automated video production system, covering the full technical architecture from HTML animation templates to Playwright capture to FFmpeg compositing.