AI strategy & adoption

YouTube

Five operational changes that make AI dramatically more effective

Dylan Davis April 2, 2026

---

AI strategy & adoption 10

Automation & tools 6

• The ceiling on AI results is operational, not a prompting problem.
• Meeting transcripts compound in value — unrecorded meetings lose insights fast.
• File format choice directly controls how well AI follows your instructions.

Read more →

AI tools & automation

YouTube

Stop rebuilding AI dashboards by moving them to your desktop

Dylan Davis March 31, 2026

---

AI tools & automation 9

Processes & SOPs 7

No-code & low-code 5

• Long chat threads make AI forget your dashboard's formatting rules
• A desktop AI agent with an instructions file never loses context
• Cloud sync replaces web hosting for team sharing — no auth needed

Read more →

Prompt engineering

YouTube

Three prompt rules that stop AI from guessing when extracting data

Dylan Davis March 28, 2026

---

Prompt engineering 9

Automation & tools 7

• Smarter AI models guess more confidently rather than admitting uncertainty
• A wrong answer costs 3x more than a blank — change the model's incentive
• Force AI to label every value as extracted or inferred, with evidence

Read more →

AI tools & automation

YouTube

Four levels of AI use: from basic prompts to autonomous systems

Dylan Davis March 26, 2026

---

AI tools & automation 10

Automation & tools 7

• Skipping levels is exactly why most people stall with AI.
• Do three easy tasks before every one stretch task to build trust.
• Level 4 automation only works if you've mastered levels 1–3 first.

Read more →

AI tools & automation

YouTube

How AI skills fix the context overload problem in Claude and ChatGPT

Dylan Davis March 24, 2026

---

AI tools & automation 9

Automation & tools 6

• More instructions eventually makes AI output worse, not better.
• Skills load specialist knowledge on demand, keeping the AI's memory free.
• Three methods let AI build its own skills — no writing required.

Read more →

AI tools & automation

YouTube

Why AI agents outperform chat and how to start today

Dylan Davis March 21, 2026

---

AI tools & automation 9

Automation & tools 7

• Agents bring the AI to your files — not the other way around.
• Agent memory compounds across sessions, turning a tool into an asset.
• Three starter tasks let anyone try agents without any coding.

Read more →

AI tools & automation

YouTube

Why AI fails and how to diagnose it in four layers

Dylan Davis March 19, 2026

---

AI tools & automation 9

Automation & tools 6

• Fix bad input and bad prompts and you solve 90% of AI failures.
• Grounding sentences cut hallucination without changing your core prompt.
• Unsolvable tasks today belong on a wishlist — revisit them monthly.

Read more →

AI tools & automation

YouTube

How to decide how much to review any AI output

Dylan Davis March 17, 2026

---

AI tools & automation 9

Automation & tools 7

• One question reveals how much attention any AI task deserves
• Binary pass/fail audits replace slow, subjective review for medium-risk work
• Zones shift over time as trust, skill, and AI capability improve

Read more →

Prompt engineering

YouTube

How to force AI to give you genuinely different options

Dylan Davis March 14, 2026

---

Prompt engineering 9

AI tools & automation 6

• AI always picks one best answer, then rewrites it multiple times
• Three prompt techniques — MECE, persona rotation, dimension locking — break this
• Subagents eliminate shared context so outputs are truly independent

Read more →

AI tools & automation

YouTube

A three-layer system that makes Claude remember and self-improve

Dylan Davis March 12, 2026

---

AI tools & automation 9

Automation & tools 6

• Standard AI tools forget the context that actually drives good work.
• A mission file teaches Claude your project — and it updates itself.
• Three layers use progressive disclosure to protect the context window.

Read more →

AI tools & automation

YouTube

Let AI explore your data before you ask it anything

Dylan Davis March 10, 2026

---

AI tools & automation 10

Automation & tools 7

• Specific questions constrain AI to one skill, hiding better insights.
• Share intent, not questions — let AI discover what you didn't know to ask.
• Method 2 uses a todos file to survive memory resets across hundreds of files.

Read more →

AI strategy & adoption

YouTube

How to stop being the bottleneck in your AI workflow

Dylan Davis March 7, 2026

---

AI strategy & adoption 10

Processes & SOPs 6

• You hold context AI can't see — that's the real bottleneck.
• File-based tools like Claude Code let AI process 50+ files unsupervised.
• Binary checklists let AI quality-check its own outputs without you.

Read more →

AI tools & automation

YouTube

Stop using one AI for everything: a three-step switching system

Dylan Davis March 5, 2026

---

AI tools & automation 9

Automation & tools 5

• Your prompt isn't the problem — you're using the wrong model.
• Five specific failure triggers that tell you exactly when to switch AI.
• An AI passport eliminates the blank-slate friction of trying new models.

Read more →

MVP & prototyping

YouTube

Three tests to validate an AI-built automation before you build it

Dylan Davis March 3, 2026

---

MVP & prototyping 8

AI tools & automation 7

Processes & SOPs 5

• AI planning tools make plans that look great but collapse in execution.
• Test the hardest AI task manually before building anything else.
• Downgrade to a cheaper model early — costs compound at scale.

Read more →

AI tools & automation

YouTube

How to stop AI from giving long, bloated responses

Dylan Davis February 28, 2026

---

AI tools & automation 9

Automation & tools 5

• AI equates more words with better quality — by design
• Defining exact length limits beats asking AI to 'be concise'
• Forcing a table or matrix removes structural room for filler

Read more →