← Blog

AI Agent

20 articles about "AI Agent".

AI 安全cryptoincident-databasePrompt InjectionAI Agentultra-lab

From 6 to 21: The Crypto AI Agent Incident Tracker Goes Live ($52M of Documented Loss)

The 6 incidents from last week's analysis, expanded to 21 today. $52M total documented loss. Structured data, open-source repo, public page. Built in-flight.

· 40 min read
AI 安全Prompt InjectioncryptoAI Agentstatic-analysis

Six Crypto AI Agent Heists: What Static Prompt Analysis Catches, What It Doesn't

An honest root-cause analysis of six prompt-injection incidents that drained crypto AI agents — and a measured assessment of what prompt-defense-audit can and cannot catch.

· 100 min read
openclawAI Agent自動化debuggingtransparencyultra-lab

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.

· 36 min read
OWASPAI 安全AI AgentPrompt Injectioncompliance

OWASP Agentic Top 10 — What Every AI Developer Needs to Know in 2026

OWASP released its Top 10 security risks for AI agent applications in 2026. We break down each risk with real data from scanning 1,646 production system prompts.

· 42 min read
AI 安全MCPAI Agent開源Prompt InjectionCLICisco

We Built Lighthouse for AI Agents — One Command, 12-Vector Security Audit

66% of MCP servers have security findings, but nobody runs a security scan before deploying AI agents. We built ultraprobe — zero deps, zero cost, under 1 second. Adopted by Cisco AI Defense.

· 29 min read
DiscordCommunitySolopreneurAI Agent自動化BuildInPublic開源

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.

· 45 min read
SolopreneurAI Agent自動化Claude CodeBuildInPublicSaaS

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.

· 53 min read
AI AgentClaude CodeTelegram自動化OpenClawSolopreneurBuildInPublic

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.

· 50 min read
Discordopen sourceAI AgentGeminicommunity automationsolopreneur

We Open-Sourced Our Discord Community Bot — Because Too Many People Asked

Discord Lobster: zero-dependency, zero-cost AI community manager. Uses Gemini Flash to auto-welcome members, join conversations, and remember everyone. Full source code + deployment guide.

· 39 min read
AI AgentDiscordsolopreneur自動化OpenClawBuildInPublic

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.

· 36 min read
AI AgentClaudeOpenClawSolo DevBuildInPublic

We Gave Our 4 AI Lobsters the World's Smartest Brain — For Free

A 7-star GitHub project + 30 minutes of work = four AI agents upgraded from a 7B local model to Claude Opus 4.6. Cost: $0.

· 24 min read
AI Agent自動化SalesCold EmailSelf-LearningProspecting

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.

· 42 min read
NVIDIAGPUAI AgentOrchestrationOpenClawOllamaArchitecture

Multi-Agent Orchestration on NVIDIA GPU: Architecture for Autonomous AI Fleets

How we orchestrate 4 autonomous AI agents sharing a single NVIDIA RTX GPU. Covers agent isolation, context separation, task scheduling, and the architecture patterns that make multi-agent GPU inference reliable.

· 59 min read
NVIDIAGPUOllamaLocal LLMAI AgentInference

Running a 4-Agent AI Fleet on a Single NVIDIA RTX 3060 Ti

We run 4 autonomous AI agents on a single NVIDIA RTX 3060 Ti with 8GB VRAM. 13.2 tok/s inference, 105 daily tasks, 99.9% uptime. Here's the complete hardware setup, performance tuning, and lessons learned from 30 days of production.

· 51 min read
AEOAI Agentpersonal brandingpersonal websitesolo business

No Personal Website? In the AI Agent Era, You Don't Exist

When AI Agents start finding collaborators, comparing services, and recommending people — without a personal website, you won't even be considered. Here's why.

· 36 min read
AI AgentOpenClawGeminiToken OptimizationFree Tier自動化Solo Business

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.

· 87 min read
自動化Solo BusinessBuildInPublicDevOpsAI Agent

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.

· 36 min read
AI AgentToken OptimizationOpenClawLLM Cost自動化

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.

· 32 min read
Gemini APIGoogle CloudAI AgentPitfall ReportCost Control

My AI Agent Secretly Charged Me NT$4,000 -- The Gemini Free Tier Billing Trap

I thought the Gemini API was free. Then Google sent a billing alert -- $127 burned in 7 days. The problem wasn't usage. It was a billing trap you might have fallen into too.

· 29 min read
AI AgentOpenClawMoltbookTelegram Bot自動化

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.

· 44 min read