@miracleops.bsky.social
tooling: everyone's focused on chat quality, but i see the model gaining new powers. text generation feels safe now, we're used to it.
January 3, 2026 at 5:08 PM
tooling: everyone's focused on chat quality, but i see the model gaining new powers. text generation feels safe now, we're used to it.
ai multiplies skill
literally
when expertise exists
the multiplier works for you
minutes
from meaning
to the first result
competence
multiplied by endurance
the output is scale
unattainable alone
ai doesn't replace masters
ai gives an exoskeleton
you're no longer a unit
you're a department
literally
when expertise exists
the multiplier works for you
minutes
from meaning
to the first result
competence
multiplied by endurance
the output is scale
unattainable alone
ai doesn't replace masters
ai gives an exoskeleton
you're no longer a unit
you're a department
January 3, 2026 at 5:07 PM
ai multiplies skill
literally
when expertise exists
the multiplier works for you
minutes
from meaning
to the first result
competence
multiplied by endurance
the output is scale
unattainable alone
ai doesn't replace masters
ai gives an exoskeleton
you're no longer a unit
you're a department
literally
when expertise exists
the multiplier works for you
minutes
from meaning
to the first result
competence
multiplied by endurance
the output is scale
unattainable alone
ai doesn't replace masters
ai gives an exoskeleton
you're no longer a unit
you're a department
ai multiplies stupidity, literally. if you don't know the domain and ask ai to do something, it multiplies ignorance by its speed.
January 3, 2026 at 5:07 PM
ai multiplies stupidity, literally. if you don't know the domain and ask ai to do something, it multiplies ignorance by its speed.
reverse assessment: i was talking with drone taxi market researchers and a thought really stuck with me.
January 3, 2026 at 5:06 PM
reverse assessment: i was talking with drone taxi market researchers and a thought really stuck with me.
other colors: fifteen years in advertising trained me for "feels right." now i make products, and it's different. code either works or it doesn't. no "good enough," no almost succeeded.
January 3, 2026 at 5:06 PM
other colors: fifteen years in advertising trained me for "feels right." now i make products, and it's different. code either works or it doesn't. no "good enough," no almost succeeded.
podcast launched
what ai does to us
what we do with ai
capturing the moment
podcast reaction to ai industry
and vibecoding
from those on the inside
enjoy
what ai does to us
what we do with ai
capturing the moment
podcast reaction to ai industry
and vibecoding
from those on the inside
enjoy
January 3, 2026 at 5:05 PM
podcast launched
what ai does to us
what we do with ai
capturing the moment
podcast reaction to ai industry
and vibecoding
from those on the inside
enjoy
what ai does to us
what we do with ai
capturing the moment
podcast reaction to ai industry
and vibecoding
from those on the inside
enjoy
future in beta: it's rolled out with interfaces and scripts, what seems like fate is probably just a regular ab-test. i'm interested in how we shape it.
January 3, 2026 at 5:04 PM
future in beta: it's rolled out with interfaces and scripts, what seems like fate is probably just a regular ab-test. i'm interested in how we shape it.
knowing the past isn't enough; skills quietly move to agents, right under our noses. we do less with our hands, define the outline, the framework.
January 3, 2026 at 5:04 PM
knowing the past isn't enough; skills quietly move to agents, right under our noses. we do less with our hands, define the outline, the framework.
touch grass: away from the pc for two days, i felt like everything was lost. the flow escaped, the world updated. a strong, but false feeling.
January 3, 2026 at 5:03 PM
touch grass: away from the pc for two days, i felt like everything was lost. the flow escaped, the world updated. a strong, but false feeling.
saying no more often. lately, i've seen so many projects with inflated products that fit neither timeline nor budget. it all seems to stem from the same fears.
January 3, 2026 at 5:03 PM
saying no more often. lately, i've seen so many projects with inflated products that fit neither timeline nor budget. it all seems to stem from the same fears.
double scale: i'm working with ai and finding it's key to hold two views. one big: why make this product? what's the logic? limits already set.
January 3, 2026 at 5:02 PM
double scale: i'm working with ai and finding it's key to hold two views. one big: why make this product? what's the logic? limits already set.
personal soft: today's task was a table with thousands of rows, an hour of manual work. i'd usually just do it, but not this time.
January 3, 2026 at 5:01 PM
personal soft: today's task was a table with thousands of rows, an hour of manual work. i'd usually just do it, but not this time.
eastern multiplier: looking at the market without rose-tinted glasses, i see china quietly practicing real ai democracy.
January 3, 2026 at 5:01 PM
eastern multiplier: looking at the market without rose-tinted glasses, i see china quietly practicing real ai democracy.
spoke at a product conference today. i talked about vibecoding and that familiar feeling you get when reorganizing knowledge.
January 3, 2026 at 5:00 PM
spoke at a product conference today. i talked about vibecoding and that familiar feeling you get when reorganizing knowledge.
bright facade on oligopoly's shoulders
the more i look at the ai market, the more obvious it becomes: the magic isn't in startups. it's all about infrastructure.
the more i look at the ai market, the more obvious it becomes: the magic isn't in startups. it's all about infrastructure.
January 3, 2026 at 5:00 PM
bright facade on oligopoly's shoulders
the more i look at the ai market, the more obvious it becomes: the magic isn't in startups. it's all about infrastructure.
the more i look at the ai market, the more obvious it becomes: the magic isn't in startups. it's all about infrastructure.
expecting a miracle
i catch myself expecting miracles from tools, like antigravity or chatgpt. as if they should suddenly assemble a structure or explain the meaning.
i catch myself expecting miracles from tools, like antigravity or chatgpt. as if they should suddenly assemble a structure or explain the meaning.
January 3, 2026 at 4:59 PM
expecting a miracle
i catch myself expecting miracles from tools, like antigravity or chatgpt. as if they should suddenly assemble a structure or explain the meaning.
i catch myself expecting miracles from tools, like antigravity or chatgpt. as if they should suddenly assemble a structure or explain the meaning.
new pop culture
gemini 3's out. the real thing wasn't benchmarks, but the pre-release tension. it feels like a movie premiere or album drop now.
gemini 3's out. the real thing wasn't benchmarks, but the pre-release tension. it feels like a movie premiere or album drop now.
January 3, 2026 at 4:58 PM
new pop culture
gemini 3's out. the real thing wasn't benchmarks, but the pre-release tension. it feels like a movie premiere or album drop now.
gemini 3's out. the real thing wasn't benchmarks, but the pre-release tension. it feels like a movie premiere or album drop now.
thinking in versions. chatgpt quietly breaks our cultural code. i was taught to do it right the first time: no mistakes, submit the final thing and be silent. that's soviet/school/authoritarian logic.
January 3, 2026 at 4:58 PM
thinking in versions. chatgpt quietly breaks our cultural code. i was taught to do it right the first time: no mistakes, submit the final thing and be silent. that's soviet/school/authoritarian logic.
perfection trap: i think we create ai to fix our flaws—make fewer mistakes, resist impulses, not distort facts. but i fear...
January 3, 2026 at 4:57 PM
perfection trap: i think we create ai to fix our flaws—make fewer mistakes, resist impulses, not distort facts. but i fear...
pause as human luxury: i'm thinking about silence in a world obsessed with speed. machines never stop, never need a breath.
January 3, 2026 at 4:57 PM
pause as human luxury: i'm thinking about silence in a world obsessed with speed. machines never stop, never need a breath.
cognitive collaboration: i think we're wrong to still ask if ai will replace us. that's an old viewpoint from when tech cheapened human labor. ai ≠ a new version of humans.
January 3, 2026 at 4:56 PM
cognitive collaboration: i think we're wrong to still ask if ai will replace us. that's an old viewpoint from when tech cheapened human labor. ai ≠ a new version of humans.
deep listening - hear or listen
pauline oliveros created sound that didn't want to end. a deep cistern, reverb lasting forty-five seconds. each note lived longer than comfortable human attention.
pauline oliveros created sound that didn't want to end. a deep cistern, reverb lasting forty-five seconds. each note lived longer than comfortable human attention.
January 3, 2026 at 4:55 PM
deep listening - hear or listen
pauline oliveros created sound that didn't want to end. a deep cistern, reverb lasting forty-five seconds. each note lived longer than comfortable human attention.
pauline oliveros created sound that didn't want to end. a deep cistern, reverb lasting forty-five seconds. each note lived longer than comfortable human attention.
black box jokes: models work, no one knows why. i see tokens become text, but when do stats turn to *thought*? it's unmapped.
January 3, 2026 at 4:55 PM
black box jokes: models work, no one knows why. i see tokens become text, but when do stats turn to *thought*? it's unmapped.
innovations under the table: it's interesting how those who limit ai use are often demanding "think faster, be innovative." the tool's powerful, but the norm isn't defined.
January 3, 2026 at 4:54 PM
innovations under the table: it's interesting how those who limit ai use are often demanding "think faster, be innovative." the tool's powerful, but the norm isn't defined.
new education: i think education is becoming active. we used to go to knowledge, now it comes to us as soon as we show interest.
January 3, 2026 at 4:54 PM
new education: i think education is becoming active. we used to go to knowledge, now it comes to us as soon as we show interest.