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Practical, bite-size AI lessons for busy professionals — no coding required. Pick a topic and start building in about five minutes.

AI Agent

Graph Engineering: Run a Fleet of 1,000+ AI Agents From One PromptGraph engineering is loop engineering scaled wide: use Claude Code's dynamic workflows to fan one prompt out to a fleet of AI agents that check each other's work — plus the traps that break real graphs. Adapted from codila's guide.11 min read
Run LLMs at Home with Petals: BitTorrent-Style AI for FreeRun huge open models like Llama 3.1 70B at home for free — Petals splits a model BitTorrent-style across a swarm of computers. The accurate, current setup, plus the one big privacy trade-off.11 min read
How to Build a Company OS with Kimi K3: Orchestrate a Business of AI AgentsA builder's guide to the Company OS — the operating structure (state, gates, logs) that turns loose AI agents into a governable business — built with Kimi K3. Adapted from Avid's guide.11 min read
Automate AI Feedback Loops with Loop EngineeringMove past one-shot prompting: design self-correcting agent loops that attempt, get real feedback from an independent verifier, and fix themselves until the job is actually done — with a hard stop so nothing runs away.14 min read
Build an AI Team with Hyperagent to Automate Your WorkflowsHyperagent lets non-coders build a team of persistent AI agents — each with a role, memory, tools, and budget, triggered from Slack or a schedule. Build one well, then scale to a fleet.16 min read
GPT-5.6 Sol & ChatGPT Work Explained — 5 Real Ways to Use OpenAI's New ReleasesTwo OpenAI releases, untangled: GPT-5.6 Sol (the model, with Sol/Terra/Luna tiers) vs ChatGPT Work (the agent that hands back finished files) — plus 5 use cases and the honest limits.15 min read
Build a Real-Time AI Tutor for Kids with GPT-5.5 in 30 MinutesCreate an interactive AI tutor that helps 5-year-olds learn basic concepts through engaging conversations.10 min read
Replace Gemini with a Self-Hosted LLM for Production AppsLearn how to deploy and integrate a self-hosted LLM as a cost-effective alternative to Gemini for your production applications.8 min read
Master Hermes Agent: Your First AI Assistant in 30 MinutesGo from a blank account to a personal AI assistant that actually saves time: connect your calendar and email, learn to write instructions it can act on, build a morning-brief routine, and delegate real work with the review habits that keep you in control.15 min read
Create a Reasoning AI Agent in 20 MinutesBuild a working reasoning agent with plain prompts — decompose, generate candidates, verify, and refine — and understand the self-play research (PopuLoRA) behind it.15 min read
How to Use AI Agents for Everyday TasksA no-code playbook for handing your repetitive weekly tasks — inbox, scheduling, reports — to AI agents, with the guardrails to do it safely.15 min read
AI Agent (13) — 10 Real Things People Are Doing With AI Agents (2026 Case Study Roundup)10 short case studies of normal people using AI agents in 2026 — students, parents, founders, professionals, retirees. Real setups, real costs, real time saved.25 min read
AI Agent (12) — Agent Safety: When to Trust, When to StopLearn five real agent risk categories, five essential safety habits that prevent 90% of incidents, and honest recovery steps when something goes wrong.25 min read
AI Agent (11) — The Real Cost of Using AI Agents (And How to Avoid Bill Shock)Break down the real costs of AI agents across subscriptions, tokens, tools, and hidden expenses. Compare personal and team cost profiles with seven habits to cut bills 40-60%.25 min read
AI Agent (10) — Plan Next Month's Family Schedule: AI Agent vs AI Chat (Parent Use Case)Compare AI Chat vs AI Agent approaches for family scheduling with detailed walkthrough, family-specific considerations, and honest tradeoffs for parents.28 min read
AI Agent (9) — Process This Week's Customer Feedback: AI Agent vs AI Chat (Solo Founder Use Case)Compare AI Chat vs AI Agent approaches for customer feedback triage with detailed walkthrough, customer-impact considerations, and honest tradeoffs for solo founders.30 min read
AI Agent (8) — Write a Literature Review: AI Agent vs AI Chat (Student Use Case)Compare AI Chat vs AI Agent approaches for academic literature reviews with detailed walkthrough, integrity considerations, and honest tradeoffs for students.28 min read
AI Agent (7) — Prep Tomorrow's Client Meeting: AI Agent vs AI Chat (Office Worker Use Case)Compare AI Chat vs AI Agent approaches for meeting prep with detailed walkthrough, time/cost analysis, and honest tradeoffs for office workers.26 min read
AI Agent (5) — Manus: The Autonomous Agent That Plans and Executes Multi-Step JobsLearn what Manus is, how to choose between Chat and Agent Mode, how to write prompts that produce real artifacts, and how to combine Manus with other AI agents.32 min read
AI Agent (6) — OpenClaw: The Open-Source Personal AI Agent in Your Messaging Apps (An Introduction)Learn what OpenClaw is, why it became GitHub's fastest-growing project, how it compares to commercial agents, the real security concerns, and whether it's right for you.24 min read
AI Agent (4) — Perplexity Computer: An AI Research Analyst That Browses For YouLearn what Perplexity Computer is, how it differs from regular search, how to write prompts that produce decision-grade research output, and how to combine it with other AI agents.28 min read
AI Agent (3) — Claude Skills: Modular Agents That Plug Into Your WorkLearn what Claude Skills are, where to find them (4 major marketplaces), how to install one in 60 seconds, and how to build your own custom Skill from scratch—no coding required.25 min read
AI Agent (2) — The Agent Features You Already Have (Without Knowing It)Discover five agent capabilities hiding in tools you already pay for: Claude Skills, Cowork, Computer Use, Perplexity Computer, and Manus. Learn which one to use for any task.24 min read
AI Agent (1) — AI Agent vs AI Chat vs AI Automation: The 2026 Plain-English GuideLearn the difference between AI Chat, AI Automation, and AI Agents. Understand which mode fits which task, pick the right tool in 2 seconds, and avoid the three most common 2026 mistakes.21 min read
ChatGPT (5) — Run Deep Research Like an AnalystLearn how to use ChatGPT's Deep Research mode to generate cited, multi-source reports in 10-30 minutes instead of hours of manual research.16 min read

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The Marketer's AI Toolkit: 20 Essential AI Marketing Tools & How to Build Your Stack (2026)20 genuinely useful AI marketing tools for 2026, organized by the job each one does — copy, SEO, social, ads, video, email, automation — plus how to build a lean 5-tool starter stack.13 min read

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