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How I AI

How I AI

Developer Platforms, Automation & Agents, and Design Tools with a focus on real-world implementation stories.

RecommendedYouTube
Rating
5.2
ReReview score
Award
—
Recommended
Chart
100+
AI & Software Tools
Subscribers
74K
YouTube
Age
1y 0m
Channel age

Nutrition Label

This channel focuses on interview-style case studies detailing how engineers and designers implement AI at scale. The content highlights real-world workflows and tooling choices through the lens of industry guests. While insightful, the analysis relies on guest narratives rather than independent stress-testing.

Strengths

  • +Industry-focused case studies
  • +High-profile guest insights
  • +Practical workflow examples

Notes

  • !Insights are derived from guest interviews rather than independent testing by the host.
  • !Technical depth depends on how much specific detail the guest chooses to reveal.

Rating Breakdown

Experience Authenticity
5.0
Rigor & Evidence
5.0
Original Analysis
5.0
Technical Depth
5.0
Disclosure Clarity
7.0
Title-Content Alignment
5.0
Expertise Signal
5.0
Communication Effectiveness
5.0

Breakdown across the key dimensions we rate. Methodology →

Recent Videos

How Coinbase scaled AI to 1,000+ engineers | Chintan Turakhia
Scored

How Coinbase scaled AI to 1,000+ engineers | Chintan Turakhia

Mar 2, 2026 • 8.6K views
5 OpenClaw agents run my home, finances, and code | Jesse Genet
Scored

5 OpenClaw agents run my home, finances, and code | Jesse Genet

Feb 25, 2026 • 23.8K views
How Notion designers ship live prototypes in minutes | Brian Lovin (Product designer)
Scored

How Notion designers ship live prototypes in minutes | Brian Lovin (Product designer)

Feb 23, 2026 • 16.2K views

Why this rating

Evidence receipts showing why each dimension is rated the way it is.

Experience Authenticity5/10
“Speaker cites specific metric: 'reducing PR review times from 150 hours to just 15 hours' as a result of the AI initiative.”
[02:15] →
Original Analysis5/10
“Details the 'speed run' tactic: 'got 100 engineers to push 70 PRs in 15 minutes', a specific and novel adoption strategy.”
[12:30] →
Transparency5/10
“Video description explicitly states: 'Brought to you by: WorkOS' and lists other affiliations.”
[Description] →
Rigor & Evidence5/10
“She details the specific file structure used for agent personality: 'Every agent has a SOUL.md file that defines who they are and their scope.'”
[08:45] →
Technical Depth5/10
“Jesse identifies a specific technical failure mode: 'Where multi-agent collaboration breaks down is the handoffs... no current messaging platform handles agent-to-agent handoffs well.'”
[24:30] →
Categories
Automation & AgentsDesign ToolsDeveloper PlatformsProductivityWorkflow Tools
Formats
ExplainersDeep Dives