AI Coding Assistants in 2026: 10 Tools That Actually Deliver
Compare the best AI coding assistants in 2026 — Claude Code, Cursor, Copilot and Windsurf — with real pricing, honest trade-offs and who each one fits.
Build an AI Agent From Scratch: 7 Steps, No Framework Needed
The agent loop is fifteen lines. Everything that makes an agent worth deploying is in the other 185. A working AI agent from scratch, in plain Python.
Local AI Agent: Build One That Runs Entirely on Your Own Hardware
A local AI agent runs the same loop as a cloud one. The model is the only thing that changes, and that one change decides how you write everything else.
Airflow vs Dagster vs Prefect: Choosing a Data Orchestrator in 2026
The three orchestrators disagree about something fundamental - whether to track tasks, assets or flows - and that disagreement predicts everything else. A practical comparison with a ten-minute decision guide.
Best Local LLMs in 2026: Ranked by How Much Memory You Have
Choosing a local LLM comes down to one number: how much memory you have. The best open models for 8GB, 16GB, 24GB and 48GB+ machines, plus quantisation explained and what local still does badly.
Best Forecasting Models in 2026: Prophet vs ARIMA vs LightGBM vs Foundation Models
No forecasting model wins outright - they differ in what they assume, how much data they need and whether anyone can explain the output. Four families compared, with the validation mistake that invalidates most forecasting work.