Dylan Davis
About this creator
Dylan Davis focuses on practical AI workflows, automation habits, and simple operator-friendly systems that make everyday knowledge work faster and more effective.
Why they're in the library
Included for practical guidance on practical AI workflows, automation habits, and simple operator-friendly systems that make everyday knowledge work faster and more effective.
Showing 159 digests for Dylan Davis.
Productivity & habits
YouTube
Use dictation to get more out of AI tools
Dylan Davis
December 15, 2024
Productivity & habits
8
AI tools & automation
6
Speaking is faster than typing — AI handles rambling input well
Built-in OS tools and Whisper Flow make dictation easy to start
Works for prompts, writing, search, and app-building tasks
AI tools & automation
YouTube
Using ChatGPT Canvas to improve existing writing inline
Dylan Davis
December 14, 2024
Canvas shows suggested edits as inline highlights, not markdown clutter
One click applies each suggested rewrite directly to your text
Prompt Canvas to target tone, clarity, and reading level simultaneously
AI tools & automation
YouTube
Build More Apps Faster with AI: A Developer's Pitfall Guide
Dylan Davis
December 8, 2024
AI tools & automation
9
Processes & SOPs
7
MVP & prototyping
6
A PRD written by O1 before coding eliminates most AI errors upfront.
Build phase-by-phase in Cursor; never hand the model the whole spec at once.
Escalate recurring bugs to O1, then validate its fix with Claude before applying.
AI tools & automation
YouTube
What six LLM practitioners learned building real AI products
Dylan Davis
July 21, 2024
AI tools & automation
9
Product-market fit
6
Prompt engineering and RAG cover 80–90% of what most products need.
Fine-tuning's last 10% costs far more effort than teams expect.
Your moat is guardrails, caching, and feedback loops — not model choice.
AI strategy & adoption
YouTube
AI-driven operating systems: architecture, components, and security
Dylan Davis
December 17, 2023
AI strategy & adoption
9
Cybersecurity basics
7
Every traditional OS component has a direct LLM equivalent today
Autonomous agent swarms will replace step-by-step user prompting
Prompt injection demands a rethought security stack, not bolt-ons
AI strategy & adoption
YouTube
Why banning ChatGPT from your company is a mistake
Dylan Davis
November 22, 2023
AI strategy & adoption
9
Automation & tools
6
LLM data leakage odds are roughly one in a million
Blocking AI tools costs 14–34% productivity per employee per hour
RAG architectures carry a genuinely higher leakage risk than base LLMs
A structured framework for generating and vetting business ideas
Dylan Davis
July 17, 2023
Niche selection
9
MVP & prototyping
8
Long-term planning
6
Start with a specific community you belong to, not a blank page
10x excitement in a small group beats 60% lukewarm interest
95% of ideas die in the writing phase — that's the point
Automation & tools
YouTube
eBPF: how it works and why it matters for cloud native security
Dylan Davis
February 16, 2023
IP-based security tools are blind inside ephemeral Kubernetes environments
eBPF hooks programs into the kernel without modifying or waiting on it
Attackers can also weaponise eBPF for invisible root and data deception
What makes an ideal smart contract audit report
Dylan Davis
June 12, 2022
Processes & SOPs
9
Compliance & regulation
5
Writing quality matters more than any structural element in audit reports.
Exploit scenarios in every finding make developer buy-in far more likely.
Short-term fixes and long-term architectural recommendations should be separate.