Implementation Guides - AI How-To Tutorials | Tekta.ai

The Agentic ML Engineer: 10 Skills That Actually Matter in 2026

The demand for ML expertise has shifted from the lab to the factory floor. This guide covers the 10 critical skills separating ML engineers who ship reliable agents from those still optimizing loss curves.

AI AgentsMachine LearningCareer

Beginner

Jan 5, 2026

12 min

How to Connect Claude Code to Google Sheets: A Step-by-Step MCP Setup Guide

Learn how to connect Claude Code to Google Sheets using MCP (Model Context Protocol). Analyze spreadsheets, clean data, and automate tasks directly from your terminal with AI.

AI Orchestration Frameworks: When to Use Them (And When Direct APIs Are Better)

Critical architectural guide for AI systems: Learn when orchestration frameworks like LangChain, LangGraph, and CrewAI add value versus when direct API calls deliver faster, simpler solutions with real-world case studies and decision frameworks.

Prompt Engineering for Business: Master AI Communication for Better Results

Discover prompt engineering techniques that improve business AI performance. Learn few-shot learning, chain-of-thought prompting, and role-based instructions for consistent, reliable AI outputs in business applications.

Deploying Custom LLMs Efficiently: A Practical Guide to LoRA Adapters

Learn how to deploy fine-tuned LLMs efficiently using LoRA adapters on platforms like DeepInfra and Together AI, achieving 47 tokens/second at $5 for 87M tokens.

AI Search Optimization: How to Get Your Website Cited by ChatGPT, Perplexity, and Claude

Step-by-step guide to optimizing your website for AI search engines. Learn how to implement llms.txt, structure content for GEO (Generative Engine Optimization), and get cited by ChatGPT, Perplexity, Google AI Overviews, and Claude.

Retrieval-Augmented Generation (RAG): Connecting AI to Your Business Knowledge

Understand how RAG transforms AI from generic responses to business-specific intelligence by connecting language models to your company's knowledge base. Learn implementation strategies, business benefits, and cost considerations.

Vector Databases: When to Use Them, How to Connect, and Best Use Cases

Complete guide to vector databases for business applications. Learn when vector databases make sense, how to connect to Pinecone, Weaviate, Qdrant, and others, plus real-world use cases with implementation examples.

Vector DatabasesRAG