How to build a Claude Cowork system that runs itself

Dylan Davis February 26, 2026

• Drop a file in a folder and walk away to finished work
• Subagents run tasks in parallel, each with a full context window
• A memory file turns the AI from a tool into a compounding asset

AI privacy risk is a dial, not a switch: a three-idea framework

Dylan Davis February 24, 2026

• Banning AI doesn't stop leaks — employees use personal accounts anyway.
• Delaying adoption creates a compounding gap rivals can't close.
• Data exposure has four notches; start at two, graduate upward.

The ChatGPT Skill That Makes You Dangerous in Any Room

Dylan Davis February 21, 2026

A four-step AI framework for preparing high-stakes conversations

Dylan Davis February 19, 2026

• Most AI prep tools agree with you — this method makes them fight back.
• Steel-man the other side's argument before you walk into the room.
• Practice the real conversation in voice mode at adjustable intensity levels.

Analyse 10,000 emails with AI using the MAP framework

Dylan Davis February 17, 2026

• The MAP framework lets AI process massive datasets across memory resets.
• One mission file drives autonomous analysis; AI manages the rest.
• Documented data is the key differentiator for AI-driven business leverage.

How to use ChatGPT, Claude, and Gemini's second screen features

Dylan Davis February 14, 2026

• Repeated rewrites without canvas silently degrade AI quality over time
• Highlight any paragraph for targeted edits — the rest stays untouched
• Build shareable interactive tools in minutes, no code or setup needed

Four AI Capabilities That Crossed the Threshold in Six Months

Dylan Davis February 12, 2026

• A 5-week engineering project now works in one prompt.
• Competitors gain months of advantage while you wait to retry.
• Three triggers tell you exactly when to retest failed AI tasks.

How to use AI as an amplifier, not a delegator

Dylan Davis February 10, 2026

• Most AI users scored 17% lower than non-users in an Anthropic study
• Delegators accept AI output; amplifiers extract learning alongside it
• Four prompting tactics that compound your knowledge over time

AI browser agents: what works, what fails, and how to use them now

Dylan Davis February 7, 2026

• AI browser agents break after ~10 steps — structure tasks accordingly
• Split complex tasks: use a chat AI to plan, a browser agent to execute
• Admin data extraction, technical setups, and form filling work best today

How to use AI as an interviewer to gain clarity fast

Dylan Davis February 5, 2026

• Clarity, not information, is what most people are missing
• A four-layer prompt turns AI into a dynamic interviewer
• 30 questions is the sweet spot — enough context, no burnout

Six boring rules that make AI coding actually work

Dylan Davis February 3, 2026

• AI intelligence degrades as context fills — plan your workflow around it
• A living markdown plan plus lessons file compounds reliability over time
• Test-first loops let the AI self-heal without constant human correction

A three-rule prompt to stop AI hallucinating on documents

Dylan Davis January 31, 2026

• AI guesses confidently when it can't find something in your document
• Three prompt rules ground the model and cut hallucination rate drastically
• Use self-check, cross-model, or NotebookLM to verify extracted claims

How to get AI to give you honest, critical feedback

Dylan Davis January 29, 2026

• AI is trained to protect your ego — here's how to override it
• Reframe the idea as a coworker's to get harsher, more useful critique
• Ask AI to grade its own feedback, then rewrite it to be sharper

AI Features Ranked: What's Worth Learning for Business Owners

Dylan Davis January 27, 2026

• Dictation plus prompt improvers give the highest ROI for least effort.
• Projects and Gems standardise AI quality across an entire team instantly.
• Agent mode and video generation are toys today, transformative within two years.

The Gemini Features That Will Make You DITCH ChatGPT

Dylan Davis January 24, 2026