AI
About this category
Content about artificial intelligence, automation technology, and modern software tools as they apply to business. This covers both the strategic question of how AI changes business and the practical question of which tools to use and how.
Showing 579 articles for AI.
AI tools & automation
YouTube
Choosing the Right AI Model for Every Coding Task: A Two-Bucket Framework
Dylan Davis
May 6, 2025
AI tools & automation
10
Automation & tools
6
Split models into planners and executors based on reasoning vs tool-calling strength.
Benchmarks mislead — some models game leaderboards; validate through hands-on practice.
For large builds: interview-generated spec → blueprint → checklist → iterative execution.
AI strategy & adoption
YouTube
Curiosity, not coding: what AI cannot replace in human thinking
EO
May 4, 2025
AI strategy & adoption
9
Deep work & focus
6
AI can execute — but you must still decide what to ask it
Neural operators cut weather prediction from supercomputer to gaming PC
Tracking gaps in your knowledge beats chasing skills AI will replace
AI tools & automation
Podcast
How Cognition builds Devin using Devin, and what it means for engineers
Lenny's Podcast Product Career Growth
May 4, 2025
AI tools & automation
9
Automation & tools
7
Management
5
Devin already writes 25% of Cognition's PRs — targeting 50%+ by year-end
Engineers shift from bricklayer to architect: less boilerplate, more system design
AI will create more programmers, not fewer, via Jevons Paradox
AI tools & automation
YouTube
RAG vs CAG: a decision framework for AI knowledge retrieval
Dylan Davis
May 1, 2025
AI tools & automation
10
AI strategy & adoption
8
CAG outperforms RAG in speed, accuracy, and simplicity when data fits the context window.
Five variables decide the choice: data size, update frequency, citations, latency, reasoning needs.
Expanding context windows and 90% cache discounts are steadily shrinking RAG's viable use cases.
AI tools & automation
Podcast
Marc Lore on AI-driven food, Wonder's super app strategy
Masters of Scale
April 29, 2025
AI tools & automation
9
Business models
8
Automation & tools
5
AI already plans 90% of Lore's meals using his biomarkers
One kitchen cooks 30 cuisines; steak done in six minutes
Wonder targets $30B valuation by cutting prices, not raising them
AI tools & automation
YouTube
Nine AI skills ranked by income potential in 2026
Dan Martell
April 29, 2025
AI tools & automation
10
Automation & tools
7
Business models
6
AI agents that replace full-time roles pay $400–500/hr to build
Income scales with skill: prompt engineering to autonomous agent deployment
Automate revenue-generating workflows first — that's where clients pay most
AI strategy & adoption
YouTube
AI System That Generates YouTube Ideas From Competitor Comments
Dylan Davis
April 29, 2025
AI strategy & adoption
9
Identity & self-belief
6
Scrape competitor comments; Gemini clusters them into ranked video ideas.
Scoring weights frequency 50%, upvotes 30%, replies 20% into intent score.
Spec → blueprint → to-do checklist keeps AI coding on track phase by phase.
AI strategy & adoption
YouTube
Using AI as a teammate, not a tool, unlocks creative potential
EO
April 27, 2025
AI strategy & adoption
9
Productivity & habits
6
Fewer than 10% of professionals drive meaningful productivity gains from AI.
Treating AI like a teammate — coaching it, asking it questions — changes outcomes.
A park ranger built a tool in 45 minutes that saves 7,000 days of labor annually.
AI strategy & adoption
YouTube
Staying valuable as AI commoditises skills and knowledge work
Dylan Davis
April 24, 2025
AI strategy & adoption
10
Identity & self-belief
7
Go wide, not deep — breadth lets you direct AI better than specialists.
Taste in matching models to use cases is a real, learnable edge.
Structured prompting techniques (PRD, blueprint, TDD) compress build time dramatically.
AI strategy & adoption
YouTube
How to avoid burning through AI investment before it pays off
Lean Startup Co.
April 24, 2025
AI strategy & adoption
10
Product-market fit
7
Bootstrapping
5
Burning star syndrome: spending AI CAPEX too fast kills ROI before it arrives
Obsess over customer problems, not AI — customers don't care about the technology
One-third of your AI team must be deep experts, not relabelled IT staff
AI tools & automation
YouTube
How OpenAI builds production-ready AI agents
Dylan Davis
April 22, 2025
AI tools & automation
10
Automation & tools
7
MVP & prototyping
5
Most businesses don't need agents yet — start simpler.
Binary evals, not scores, separate good products from bad.
Single agent beats multi-agent for 99% of real use cases.
AI tools & automation
Podcast
How AI Is Transforming Product Development at Gumroad
Lenny's Podcast Product Career Growth
April 22, 2025
AI tools & automation
9
Iteration & feedback loops
7
Processes & SOPs
6
Ship features 10-40x faster by letting AI handle code while you iterate designs in hours instead of weeks.
Move your team to modern stacks (React, Next.js, ShadCN) so AI agents can actually ship, not struggle.
Lead adoption with demos and bounties; AI excels at execution but humans own strategy, research, and deciding what to build.
AI tools & automation
YouTube
Connecting AI to Your Browser via MCP Servers for Automated Debugging
Dylan Davis
April 18, 2025
AI tools & automation
9
Automation & tools
7
Browser MCP servers let AI read console logs and take screenshots autonomously.
Cursor hits context limits with MCP; Windsurf works but crashes occasionally.
Tool is proof-of-concept today; production reliability expected within months.
Prompt engineering
YouTube
How GPT-4.1 changes prompting best practices
Dylan Davis
April 15, 2025
Prompt engineering
10
AI tools & automation
7
Legacy prompting tricks — yelling, bribing, workarounds — are now obsolete.
XML delimiters are converging as the standard across OpenAI and Anthropic.
GPT-4.1 trails Gemini 2.5 Pro on real-world context and tool-calling benchmarks.
AI tools & automation
YouTube
Why AI code generation makes code review the new bottleneck
EO
April 15, 2025
AI tools & automation
8
Processes & SOPs
7
Business models
5
Faster code generation just moves the bottleneck to review and deployment.
Stacked pull requests saved Asana seven hours per developer per week.
When anyone can vibe-code a prototype, differentiation moves upstream to product thinking.