AI at work
- 3 min read
How to stop repeating your company context in every AI chat
Every new AI chat starts from zero, so your team pastes the same background daily. Here is the escalation ladder teams climb, and where it actually ends.
- 3 min read
What is MCP? An explanation for people who don't code
MCP keeps showing up in AI product pages and settings menus. Here is what it actually is, explained without code, and why it matters for how your team works.
- 3 min read
Where Custom GPTs work for team knowledge, and where they break
Custom GPTs are genuinely good at repeated tasks. Teams get in trouble when company knowledge moves into them. Here is the breaking point, from real use.
- 3 min read
Why your team's AI output all sounds slightly different
Four AI drafts from one team, sounding like four different companies. Where the drift comes from, why it compounds in client-facing work, and what stops it.
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