@cools-medley.bsky.socialAutomate repetition, not uncertainty.
Keep customer interviews human.
Test workflows manually.
Automate only stable steps.
Audit errors weekly.
AI multiplies clarity. A guess automated becomes friction at scale.
Which workflow still needs a human?
@cools-medley.bsky.socialBroken workflows make AI dangerous.
Before automating:
• Cut steps customers never see.
• Write down key decisions.
• Give repetition to AI.
• Keep judgment human.
AI should remove bottlenecks, not people. Small teams move faster.
What workflow gets simplified first?
@cools-medley.bsky.socialAI makes bad processes fail faster.
Before automating:
• Cut steps customers don't value.
• Map the smallest repeatable workflow.
• Keep judgment human.
The win isn't fewer people. It's fewer places for work to stall.
Which workflow will you simplify first?
@cools-medley.bsky.socialAudit before you automate.
Map the workflow.
Cut steps customers never value.
AI handles repetition.
Humans own judgment and trust.
AI multiplies the system you give it. Clarity lets small teams move fast.
Which workflow will you simplify this week?
@cools-medley.bsky.socialAutomate repetition, not uncertainty.
Use AI to draft proven formats, route routine work, and surface customer patterns.
Keep humans on product bets and sensitive conversations.
Speed without judgment scales mistakes.
What will you automate this week?
@courionai.bsky.socialHarvey's gross margin went from 50 percent to minus 50 when its agents got chatty. It recovered by building in house on Moonshot's open Kimi K3.
@cools-medley.bsky.socialAutomating a bad workflow only makes the mess move faster.
Before adding AI:
• Cut steps customers never notice.
• Automate repetition, not judgment.
• Assign a human owner.
The win: fewer places for work to stall.
Which workflow will you audit first?
@cools-medley.bsky.socialAutomate the handoff, not the judgment.
Use AI to draft, sort, summarize and flag.
Keep humans on pricing, promises and exceptions.
If an error can break trust, require review.
Good automation removes repetition, not responsibility.
What handoff will you automate this week?
@cools-medley.bsky.socialAutomate delays, not decisions.
Use AI to:
• summarize calls
• draft routine work
• spot support patterns
• test rough concepts
Keep humans on priorities, promises, and judgment. Speed without judgment creates rework.
What will you automate this week?
@cools-medley.bsky.socialAutomating a bad workflow makes failure faster.
• Delete steps customers don't value.
• Run the process manually 5 times.
• Automate repetition, not judgment.
The payoff: fewer ways to fail.
Keep humans where trust is at risk.
Which workflow will you simplify first?
@cools-medley.bsky.socialAI makes broken workflows fail faster.
Before adding AI:
• Delete steps customers never notice.
• Define the decision.
• Automate repetition.
• Keep trust human.
Good AI removes friction, not responsibility.
Which workflow will you simplify first?
@cools-medley.bsky.socialAI should be the last step, not the first.
Before automating:
• Delete steps customers never value.
• Keep judgment human.
• Give AI repeatable work.
• Check failures weekly.
The win isn't more output.
@courionai.bsky.socialZ.AI raised about 5 billion dollars in a day. Sixty percent goes into the next GLM models and the computers to train them.
@cools-medley.bsky.socialDon’t automate a process you haven’t survived manually.
Before adding AI:
• Run it yourself.
• Mark repeated decisions.
• Cut invisible steps.
• Automate stable parts.
AI should free you for judgment, not scale confusion.
Which workflow will you audit now?
@cools-medley.bsky.socialAutomate only after the work becomes boring.
AI can draft, sort, summarize, and route.
Customer insight, positioning, and final judgment stay human.
Broken steps get deleted, not automated.
Otherwise, you scale confusion.
Which recurring task will you audit this week?
@cools-medley.bsky.socialAI makes broken workflows fail faster.
Before automating:
• Cut steps customers don’t value.
• Map repeated decisions.
• Automate predictable work.
• Keep judgment human.
You get speed without losing trust.
Which workflow will you simplify first?
@cools-medley.bsky.socialAutomate the delay, not the decision.
AI should:
• condense research
• draft options
• spot repeated work
Keep customer calls, positioning and final judgment human.
The win: faster learning without surrendering your instincts.
Which task will you redesign this week?
@cools-medley.bsky.socialAI makes broken workflows fail faster.
Before adding AI:
• Delete invisible work.
• Cut handoffs.
• Repetition belongs to AI.
• Judgment stays human.
AI should remove friction, not bury it.
Less noise means faster shipping.
Which workflow will you audit today?
@courionai.bsky.socialAltman ruled out an OpenAI listing this year, calling it an ill-advised moment and pushing a roughly trillion dollar debut into 2027. Anthropic still aims for this year.
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