Self-Hosted AI Bots & Cloud Infrastructure
Battle-tested blueprints for hosting Crawl4AI scrapers, Telegram webhook bots, and FFmpeg media pipelines on budget 1GB RAM cloud instances.
🖥️ 1GB VPS AI Bot Memory Sizer
Size RAM footprint for Headless Chromium and generate 2GB Linux swapfiles.
Launch Sizer →🎬 4K FFmpeg Pipeline Builder
Calculate target bitrate and build production CBR/VBR encoding CLI commands.
Launch Generator →- Linux OOM Fix
Fixing Playwright & Crawl4AI OOMKilled Crashes on a 1GB RAM AWS EC2 t3.micro Instance
Headless Chromium spikes past 850MB during heavy DOM evaluations. How to configure Linux zram, swapfile, and single-process flags.
- Webhook Architecture
Fixing Telegram Bot Webhook 60-Second Timeout Drops During Slow LLM & Video Jobs
Telegram drops webhook delivery if your server doesn't respond with HTTP 200 within 60s. How to decouple heavy LLM workers via Redis/SQS.
- Database Scaling
Solving Supabase Max Client Connections Reached in Serverless AI Webhook Pipelines
Bursty webhook traffic exhausts PostgreSQL direct connections in seconds. How to configure Supavisor transaction pooling for pgvector.
- Process Management
Production ecosystem.config.js & Swapfile Setup for 24/7 Node.js AI Bots on Cheap VPS
Keep Node.js bots running indefinitely without unhandled memory leaks crashing your cheap $4/mo Hetzner or DigitalOcean droplet.
- FFmpeg Pipeline
4K 30fps CBR vs. VBR Bitrate Benchmarks: Preventing Cloud Re-Compression on Automated Uploads
YouTube and cloud video pipelines re-encode poorly configured bitrates into blocky mush. Exact FFmpeg commands for pristine 4K video exports.