Building Simple Chatbots Without Overengineering
Ship a useful FAQ chatbot first: scope, retrieval, evaluation, and handoff to humans.
Guides
Phishing Awareness in the Age of AI
How AI changes phishing quality—and the verification habits that still protect you.
How LLMs Handle Context Windows
Context windows explained: tokens, memory limits, truncation risks, and practical workarounds.
Cloud Cost Basics Every Founder Should Track
Billing alerts, tagging, idle resources, and AI API spend—cloud cost hygiene for early startups.
Agent Workflows for Freelancers and Small Teams
Lightweight agent-style workflows freelancers can use for research, proposals, and admin without chaos.
Evaluating AI Tool Claims Without the Hype
A sceptic’s checklist for demos, benchmarks, pricing pages, and productivity promises.
Secure Coding Habits for New Developers
Foundational secure coding habits: secrets, input trust, dependencies, and least privilege.
Fine-Tuning vs Prompting: When to Use Which
A practical guide to choosing prompts, RAG, or fine-tuning for AI product quality.
Automating Meeting Notes with AI Tools
Turn calls into action items with AI—without losing accuracy, consent, or team trust.
Vector Databases for Absolute Beginners
What vector databases store, why embeddings matter, and how they support search and RAG.