$ cat /topic/getstarted
All briefs filed under Start Here.
Well, Actually: Your 'AI Agent' Is Probably Just a Chatbot With Delusions of Grandeur
This tutorial from freeCodeCamp demonstrates how to improve an AI agent through two distinct techniques. Prompt engineering refines the instructions you give the model. Context engineering improves the information you feed it. The author builds a simple local agent, establishes a baseline input, then iteratively improves performance through both methods.
⚡ Step 1: Open any chat interface with a large language model and ask it a complex question about...
Your AI Policy Is Useless. Here Is Why Nobody Reads It.
A Forbes Tech Council contributor argues that restrictive AI policies fail because employees circumvent them. Precise policies succeed because employees understand exactly what they may and may not do. The distinction is behavioral, not merely legal.
⚡ Step 1: Locate your organization's current AI policy, or any acceptable use policy. Count the...
Prompt Engineering Is Not Magic. It Is Structure.
iTechPost published a guide covering core prompt engineering techniques. The article details proven methods for writing effective AI prompts with concrete examples and best practices. No proprietary tools are named. The techniques apply to standard chat interfaces.
⚡ Step 1: Open any free AI chat tool and write a vague prompt like 'tell me about climate change.'...
GoDaddy Wants You to Believe Website Building Requires No Skill. This Is Partially True.
GoDaddy published a guide to its Airo AI Builder for creating websites. The tool automates web design, branding, and marketing through AI-powered features. The source is GoDaddy's own blog. No user adoption numbers or performance metrics are provided.
⚡ Step 1: Visit godaddy.com and locate the Airo AI Builder product page from their main...
Twelve Google Tools That Cost Nothing and Replace Things That Cost Plenty
Google offers twelve free AI tools as of July 2026 that duplicate functions of paid software. Pomelli and Antigravity are named among them. Three previously free tools from major providers have begun charging.
⚡ Step 1: Identify one task you currently pay software to perform, such as writing assistance or...
Burnout Returns With an Ironic Twist, and AI Offers Two Antidotes
Burnout rates are increasing again. The ironic twist is not specified in the source material. The author proposes focus and followthrough as compensatory skills augmented by AI.
⚡ Step 1: Choose one project you have abandoned and identify the exact point of dropout. Step 2:...
Well, Actually: A Machine Wrote the Bestseller, and the Sky Has Not Fallen
Daggermouth, a novel, has reached the New York Times bestseller list. It is partly written by a chatbot. The Atlantic reports this may signal what comes after so-called 'AI slop'.
⚡ Step 1: Open a free chatbot like ChatGPT or Claude and paste a one-paragraph story idea you have...
Well, Actually: A Chatbot May Have Written the First AI Bestseller, and the Literary Establishment Is Not Amused
The Atlantic reports that "Daggermouth" could be the first bestselling novel partly written by a chatbot. The book achieved commercial success while raising fundamental questions about authorship and creative labor.
⚡ Step 1: Open a free chatbot (ChatGPT, Claude, or Gemini) and paste a paragraph from your own...
Google Search's AI Mode Wants to Send You Outside, Which Is Rather Unexpected
Google's blog explains that Search's AI tools can help users plan offline activities, from booking concert tickets to finding hiking boots. The AI Mode feature connects queries to real-world actions and purchases.
⚡ Step 1: Open Google Search and look for an "AI Mode" or AI overview feature at the top of...
Well, Actually, You Can Use AI for School Without Earning a Meeting with the Dean
PCMag published a guide listing ten sanctioned applications of AI for academic work. The emphasis falls on automating administrative and mechanical tasks rather than substituting AI for actual cognition. Think note organization, schedule management, and research assistance rather than essay generation.
⚡ Step 1: Open a free AI chatbot such as ChatGPT, Claude, or Gemini and paste a week's worth of...
Claude Code Wants to Write Your App. You Still Need to Think, Unfortunately.
Geeky Gadgets published a tutorial for non-coders on using Claude Code, Anthropic's coding assistant. The guide covers workspace setup, prompt crafting, Plan Mode for reviewing AI suggestions before execution, and file management across directories. The intended audience possesses no prior programming knowledge.
⚡ Step 1: Install Claude Code by following Anthropic's official documentation at anthropic.com, or...
Well, Actually: Your Study Habits Are Inefficient, and ChatGPT Knew It All Along
The article proposes accelerating learning speed by a factor of ten using conversational AI tools, specifically ChatGPT and Gemini, paired with structured planning in Obsidian. It suggests building custom study plans and tracking daily progress within that note-taking environment. The source does not provide empirical validation for the 10x claim.
⚡ Step 1: Open ChatGPT or Google Gemini and prompt it to generate a 7-day study plan for a topic...
OmniRoute: A Local Gateway for Those Who Cannot Commit to a Single Model, Explained at Last
The tutorial covers installation and configuration of OmniRoute, a local AI API gateway. It addresses OpenAI-compatible interfaces, provider access configuration, automatic model routing, fallback mechanisms, Docker deployment, and MCP security considerations. The source is dated July 22, 2026.
⚡ Step 1: Install Docker Desktop on your computer and verify it runs; expect the Docker whale icon...
Well, Actually: Chatbots Will Not, In Fact, Think For You
Our Culture surveyed AI tools for aspiring entrepreneurs who wish to escape conventional employment. The article evaluates chatbots and specialized platforms for generating startup concepts. It does not, however, provide specific performance metrics or comparative success rates.
⚡ Step 1: Open a free chatbot interface such as ChatGPT, Claude, or Gemini. Ask it to generate ten...
Career Planning in the Age of Algorithmic Disruption: A Five-Step Framework
Forbes contributor Laurel Donnellan proposes a structured methodology for career navigation amid economic transformation driven by AI. The framework consists of five sequential steps for designing meaningful work. The article emphasizes that outdated career planning strategies produce overwhelm in the current labor market.
⚡ Step 1: List your current skills on paper. Ask a chatbot which three are most susceptible to AI...
Well, Actually: Eight 'Free' AI Try-On Tools Put Under the Microscope, Paywalls Exposed
Wearview tested eight AI virtual try-on tools that claim to be free. The review catalogues exact watermark placement, credit allowances, and queue limitations before users encounter paid tiers. Tools covered include options for clothing, accessories, and full outfits with varying degrees of photorealism.
⚡ Step 1: Select one free AI try-on tool from the Wearview review and upload a single garment...
Study Smarter: Ten Pedagogically Defensible Applications of AI for Academic Use
PCMag Australia published ten approved methods for students to deploy AI as a productivity layer rather than a replacement for cognition. The techniques focus on automating administrative and repetitive tasks. Each method preserves the student's role as the primary intellectual agent.
⚡ Step 1: Open your preferred AI chatbot and paste a single lecture transcript or dense reading...
Well, Actually, You Can Build an AI Agent Over Your Morning Coffee
Geeky Gadgets has published a guide claiming you can construct a functional AI agent in approximately fifteen minutes without writing a single line of code. The method involves connecting Gmail and CRM data through presumably pre-built integrations, with an emphasis on secure handling of these connections.
⚡ Step 1: Identify one repetitive workflow you perform at least three times weekly, such as...
A Framework for the Disciplined Owner-Operator, or Why Most AI Spending Wastes Money
AI Smart Ventures has published a practical framework for aligning AI investments with business KPIs, targeted at owner-operators of small and medium businesses. The methodology is described as simple in structure though demanding in execution: begin with the business goal, then translate that goal into measurable KPIs, and only then evaluate AI tools against those specific metrics.
⚡ Step 1: Select one business goal for the current quarter, such as 'reduce customer response...
Well, Actually: ChatGPT Work Only Becomes an Assistant When You Stop Babbling at It Like a Chatbot
A user at Tom's Guide abandoned the typical conversational approach and instead deployed seven structured prompts that assign ownership to ChatGPT Work. The prompts cover task management, scheduling, email drafting, and proactive follow-up rather than simple Q&A exchanges.
⚡ Step 1: Open ChatGPT and start a new chat with this exact prompt frame: 'You are my assistant...