নিজের কম্পিউটারে এআই মডেল চালানো: কার জন্য, আর কার জন্য নয়
নিজের পিসিতে এআই মডেল চালানো এখন কঠিন নয়। কিন্তু সবার জন্য এটা ঠিক সিদ্ধান্তও নয়। র্যাম, কোন মডেল, আর কখন এপিআই বেশি লাভজনক — সব হিসাবসহ।
Local LLMs are a VRAM problem, not a model problem
Which model you pick matters far less than whether it fits in memory. The arithmetic for sizing a local model, what quantisation actually costs you, and when running it locally is the wrong call.
- AI | Automation
The n8n workflow that turns a finished course video into everything around it
Transcript, chapter markers, description, and filing, all triggered by dropping an export into a folder. Self-hosted n8n, a local model through Ollama, and no per-video API cost.
WordPress 6.9 shipped an API for letting AI agents operate your site. Here is the code, and the risk.
The Abilities API gives plugins a standard way to expose functions that AI agents can discover and execute. Registering one takes about fifteen lines. Securing it takes more thought than that.
A million tokens of context changed less about coding than the price cut did
Frontier models hit one million tokens of context and dropped eighty percent in price in the same stretch of 2026. Only one of those actually changed how I work day to day.
