Heart-Rate Zones: What '220 Minus Age' Gets Wrong (2026)
The wall-poster formula for max heart rate has a thin research pedigree. We trace every number to its source and show wh...
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Latest guide Sep 2026
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BMI, BMR and TDEE: What the Numbers Mean — and Why Asia Uses Different Cut-offs (2026)
What BMI, BMR and TDEE actually measure, the equations behind them, and why Singapore and Malaysia flag risk from BMI 23...
Firecrawl vs Crawl4AI vs Jina Reader vs Browser Use — Getting Web Data Into Your LLM (2026)
Four open-source ways to feed web data to an LLM compared: licenses, self-host parity, pricing bases, robots.txt default...
How to Self-Host AnythingLLM with Docker and Ollama (2026)
We self-hosted AnythingLLM 1.15.0 with Docker and Ollama, embedded a document over the API, and got cited RAG answers fr...
How to Self-Host the AutoGPT Platform with Docker (2026)
We self-hosted the AutoGPT Platform v0.6.68 with Docker on a busy dev Mac: 17 containers, two port collisions, and a fir...
EPF vs CPF: How Malaysia's and Singapore's Retirement Systems Compare (2026)
Side-by-side 2026 comparison of Malaysia's EPF and Singapore's CPF: contribution rates, ceilings, dividends vs floors, w...
How to Build a Password System That Actually Holds (2026)
NIST's 2025 rewrite raised the password floor to 15 characters and killed forced rotation. Rebuild your logins with a pa...
Self-Host Langflow with Docker: The Visual Agent Builder, Locked Down (2026)
We ran Langflow 1.10.2 in a single Docker container, hit its fail-closed auth gate, fixed it with explicit superuser cre...
Midjourney vs Stable Diffusion vs Flux vs Ideogram vs Leonardo AI: AI Image Generation (2026)
The license fine print separates these five image generators more than image quality does. Pricing, weights and output-o...
Self-Host Firecrawl with Docker: Scrape the Web into LLM-Ready Markdown (2026)
We cloned Firecrawl v2.11.0, built its seven-service Docker stack, and scraped our own homepage into clean markdown — no...
Self-Host Dify with Docker Compose: 15 Containers to Your Own LLM App Studio (2026)
We deployed Dify 1.16.0 on Docker Desktop, hit a real port clash, wired DeepSeek, and built a working chatflow — every c...
AutoGPT vs OpenHands vs MetaGPT vs CrewAI: Open-Source AI Agent Frameworks (2026)
The four most-starred open-source agent frameworks compared on licenses, activity, MCP support, and pricing — stars no l...
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