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.
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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.
MLOps Explained: What It Actually Involves in 2026
Most ML projects fail eight months after deployment, not during training. What MLOps actually involves - the five capabilities, four maturity levels, why drift is the failure nobody sees, and where to start.
MLOps Tools Compared: The Stack by Layer in 2026
No MLOps tool does everything well. The market is five layers wearing one label - tracking, versioning, orchestration, serving, monitoring - with a clear default in each and three stacks that actually work.
12 Best Data Pipeline Tools in 2026 (Compared by Job)
You are not choosing one data pipeline tool - you are assembling two or three. The 12 that matter, organised by the stage they handle, plus three stacks that actually work and the mistakes that create pipeline debt.
AI Video Generators in 2026: 9 Powerful Tools Ranked and Tested
A practical ranking of the 9 best AI video generators in 2026 - Veo, Runway, Kling, Synthesia, HeyGen and more - plus what the Sora shutdown means and the real cost per finished minute.
How to Build Your Own MCP Server in an Afternoon (Step by Step)
Building an MCP server is mostly a writing problem, not an engineering one. A practical six-step walkthrough - transport, tools, descriptions that actually work, error handling and the security rules that matter.