Korvai

AI widens the gap between the best and everyone else. Korvai is how that amplification spreads, context, prompts, and skills, captured and runnable everywhere

[Korvai @getkorvai]

I asked AI to interview me for 7 questions, then name one contradiction between what I claim to value and how I actually answered. It found one by question 5. Try it:

Prompt:
You're a perceptive interviewer trained in Johari Window techniques.

https://t.co/6N8rQkX758
1/3

[Korvai @getkorvai]

AI costs are collapsing.

The question isn’t how to monetize AI usage. It’s who captures the falling cost.

The same is true for AI skills: the winners won’t just create great prompts, they’ll build systems to reuse them.

That’s why searchable AI knowledge matters.

[Korvai @getkorvai]

I had my cursor on publish before I reread it and realized: fine, correct, and identical to every other post in the feed. The fix wasn't a better prompt. I read it out loud, and everywhere I felt nothing, I cut it and rewrote it clunkier but mine.

#aiwriting #voice

[Korvai @getkorvai]

Once a model actually knows your audience, it stops writing marketing copy and starts writing yours. Not a cleverer prompt. Context: role, audience, voice, standard. Give it once and every prompt after gets sharper, not longer.

#contextengineering #aiworkflow

[Korvai @getkorvai]

Ask ChatGPT to draft your update first and you get the internet's average opinion, dressed up nicely. Write three rough sentences yourself first, then hand it over. Now it's sharpening your idea instead of guessing at one.

#promptengineering #aiwriting

[Korvai @getkorvai]

A bug report lands: three lines, no repro steps, one blurry screenshot. Triage isn't panic or gut feel, it's six fixed moves: extract signal, rate severity with a reason, write clean repro steps, state expected vs actual, rank…

https://t.co/JQBh11pv4y

#engineering #workflow

[Korvai @getkorvai]

For a year my Friday report took twenty minutes to write and two hours to set up. I kept starting from a blank page. Fix: build one saved chat with your format, tone, and a past example baked in. Reuse the chat, not the prompt. The setup was the whole tax.

#reporting #aiworkflow

[Korvai @getkorvai]

AI pricing has a weird problem:

Customers are getting used to paying more for AI while vendors are paying less to deliver it.

The real battle isn’t pricing.

It’s who captures the collapsing cost delta.

[Korvai @getkorvai]

Most enterprise AI training programs fail because they conflate literacy (knowing what AI is) with fluency (knowing when and how to apply it)

#AI

[Korvai @getkorvai]

Try this before your next prompt: "What do you need to know from me to do this well? Ask me up to 5 questions first." The model surfaces the context gaps you didn't think to fill. Answer them, then let it write. The output jumps.

#promptengineering #aiwriting

[Korvai @getkorvai]

Lost a great prompt for 3 weeks. Finally found why: the prompt wasn't the magic part. The magic was 11 messages of corrections before it that never got saved anywhere searchable. Chat history finds words, not the scaffolding that produced them.

#promptengineering #aiworkflow

[Korvai @getkorvai]

"Make it engaging" is a mood, not an instruction, and the model has no idea what mood means to you. Swap it for something countable: every sentence under 15 words, no adjectives, open with a number. Rules get followed. Vibes get guessed at.

#promptengineering #aiwriting

[Korvai @getkorvai]

An AI skill performance ceiling is set by its data sources, not its instructions.

[Korvai @getkorvai]

An LLM outputs the highest-probability next word given what it knows. Give it zero context about you, and the highest-probability answer is the average of the entire internet. Generic copy isn't a creativity failure.

https://t.co/tkDiOWreCP

#context #promptengineering

[Korvai @getkorvai]

Ask a model if your pitch is good and it'll say yes. Ask it this instead: 'You are a skeptical enterprise buyer evaluating this pitch. List the three objections you'd raise.' Role before task. Now it argues instead of flatters.

#promptengineering #ai

[Korvai @getkorvai]

4:52pm Friday, blank doc, same report I build every week. I used to think writing it was the hard part. It wasn't. The hard part was starting from zero every time, on a job that never actually changes.

#reporting #aiworkflow

[Korvai @getkorvai]

A model will never ask your age before giving advice. It just picks one and answers with total confidence.

That's the real problem with AI advice: not that it's wrong, but that its guesses about who you are are invisible.

#aiadvice #context

[Korvai @getkorvai]

A blank page has no topic, no audience, no takeaway. That's why it stays blank.

The fix: name those three things first, then force an outline (intro, 3-5 sections with bullets, conclusion with CTA) before a single sentence of prose.

https://t.co/gbZiSWyhiw

#content #marketing

[Korvai @getkorvai]

For months I thought the pain was writing the weekly status report. It wasn't. The pain was starting from a blank page every single Friday. Built one template, locked the sections and tone once, now Friday is fill-in-the-blanks, not writing.

#productivity #reporting

[Korvai @getkorvai]

Write a four-sentence bio for the model before you ask it for anything: who you are, who you're talking to, how you sound, what good looks like. Same question, wildly different output.

#contextengineering #promptengineering

[Korvai @getkorvai]

A competitive teardown falls apart when you judge before you describe. Fix the order: positioning first, then feature tiers (flagship, table-stakes, gaps), then strengths and weaknesses.

https://t.co/b4pMlTluHU

#product #research