What Are AI Agents?
AI agents are autonomous software systems that go beyond simple chatbots. They plan, execute, and iterate — connecting to real-world APIs, processing data, and delivering actionable intelligence without human intervention.
BearerX builds production-grade AI agents using OpenClaw, an open-source framework for autonomous agent workflows. Our agents run 24/7 on lightweight infrastructure, collecting data from dozens of sources and turning it into structured, actionable output.
How Our Agents Work
Each agent follows a structured autonomy loop:
- Receive a goal — natural language or scheduled trigger
- Plan subtasks — break complex goals into executable steps
- Select tools — choose from APIs, scrapers, databases, LLMs
- Execute actions — call APIs, parse data, generate content
- Observe results — validate output, handle errors, retry
- Deliver — push reports via Telegram, email, web, or API
Technology Stack
| Layer | Technology |
|---|---|
| Agent Framework | OpenClaw — open-source autonomous agent runtime |
| LLM Providers | Perplexity Sonar, Grok (via OpenRouter), Claude, GPT-4o |
| Data Sources | REST APIs, web scrapers, RSS feeds, market data feeds |
| TTS & Media | Kokoro-82M (text-to-speech), Flux Schnell (image generation) |
| Delivery | Telegram bots, email (AWS SES), websites (Hugo + S3 + CloudFront) |
| Infrastructure | Raspberry Pi cluster, Mac Mini GPU node, Synology NAS |
| Orchestration | systemd services, cron scheduling, Telegram command interface |
Agent Capabilities
- News Intelligence — collect, summarize, and publish daily tech news across 6 categories
- Market Monitoring — track competitor products, prices, and market trends via API enrichment
- Content Generation — write reports, blog posts, and analysis using frontier LLMs
- Audio Production — convert written content to podcast-quality audio using neural TTS
- Visual Content — generate cover images and thumbnails using diffusion models
- Multi-Channel Delivery — push output to websites, Telegram, email, and social media
- Scheduled Automation — run daily/weekly pipelines with zero manual intervention
Live Demo
Our Tech News section is entirely produced by AI agents — from news collection to blog writing to audio generation to publishing. No human touches the content pipeline.
See it in action: every day, agents collect news from across the web, generate analysis, create audio editions, and publish to this site automatically.