BestHandAA

Best poker hand

[BestHandAA @Best_handAA]

Patrik Antonius folded a king high straight against a straight flush.A $4.1 million shove. He was drawing dead.Ten minutes later he lost $10 000 000.

Jeju, September 11, ten million dollars a side, blinds 50,000 and 100,000. Antonius limped K♦9♠, Ketola raised to 350,000 from the big blind with Q♥9♥, Antonius called. Flop Q♠ J♥ 8♥ and Ketola check raised to 525,000. The 10♥ turn gave Antonius the king high straight and gave Ketola the straight flush. Ketola check raised again to 1.6 million. River 3♣, Ketola moved all in for about 4.1 million, and Antonius folded the second best hand on the table.
Not a nit fold. Not fear of a big number. Not a guess. Three hearts on the board, a check raise on the flop, a check raise on the turn, then a shove. That sequence is built out of flushes, and a straight beats none of them.

Here is the part worth writing down. With J♥ 8♥ 10♥ on the board and no heart in his own hand, ten hearts were unaccounted for, which is forty five possible two heart combinations still in the deck. His king high straight beat exactly zero of them. It beat bluffs and nothing else.

The honest caveat is that the fold is correct against the range and not against the story. If Ketola runs that same line with one bare heart and air, folding the nut straight is a disaster, and heads up is exactly where bluffing frequency should be high enough to make you call. Plenty of strong players would have called. Antonius was right, and it bought him ten minutes.

Ten minutes later he was all in before the flop with A♦K♦ for his last 4,075,000, seventy one percent to hold, and a jack landed on the turn. Ketola took all twenty million, the largest single match loss in the history of streamed poker.

The rule you can use tonight at 0.05/0.10 is the one that cost nothing here: count combinations, not hand rankings. When three cards of one suit are out, work out how many suited combinations the deck still holds, ask how many of them play the hand exactly the way it was just played against you, and only then look at your own cards. The full four hour match is online, and this hand sits ten minutes before the ending everyone saw.

You have called that river a hundred times with worse and told yourself he could not have it. He had it.

[BestHandAA @Best_handAA]

Patrik Antonius called an all in holding top pair, nine kicker.A $978,000 pot. He needed 31 percent.He had 78.

Triton Jeju, a $300,000 buy in cash game. Elton Tsang straddled 4,000, Antonius raised to 10,000 from the cutoff with Q♠9♠, Iribarren three bet to 50,000 from the big blind with K♠J♦, Antonius called. Flop 6♦ 3♠ 10♥, Iribarren bet 56,000, Antonius floated. The Q♣ turn gave Antonius top pair and gave Iribarren an open ender. Iribarren checked, Antonius bet 75,000, Iribarren check raised all in for 379,000.
Every training video you have ever paid for says top pair with a nine kicker is a fold there. Not a hero call. Not a soul read. Not experience beating math. The last 304,000 had to win 31 percent of the time to break even, and against that check raising range it was winning 78.

The part nobody talks about is that it only works because of what Iribarren was holding. K♠J♦ on that turn is a straight draw with two overcards and no showdown value, which is exactly the hand that has to shove. If he only check raises there with sets and better queens, Q9 is a routine fold and Antonius is lighting 304,000 on fire. Plenty of strong players would fold it and that argument is fair. The price is what makes the call close to mandatory.

The commentators were saying out loud that Antonius could not have the queen very often and that he was in a tough spot. Then the cards went face up. They ran it twice, the 10♠ and the 3♦, and he took both halves of the 978,000 pot, close to 493,000 in profit.

Here is the rule you can use tonight at 0.05/0.10. When you face an all in, stop ranking your own hand and count theirs. List the hands that beat you, list the draws they can be doing this with, then compare that to your price. At 2.2 to 1 you need 31 percent, and a bad kicker does not move that number by a single point. This is the same player who is heads up for ten million a side in Jeju right now, and the full hand sits in a $300K cash game stream almost nobody watched.

You have folded that exact hand and called it discipline. The math never asked about your kicker.

[BestHandAA @Best_handAA]

Patrik Antonius called an all in holding top pair, nine kicker.A $978,000 pot. He needed 31 percent.He had 78.

Triton Jeju, a $300,000 buy in cash game. Elton Tsang straddled 4,000, Antonius raised to 10,000 from the cutoff with Q♠9♠, Iribarren three bet to 50,000 from the big blind with K♠J♦, Antonius called. Flop 6♦ 3♠ 10♥, Iribarren bet 56,000, Antonius floated. The Q♣ turn gave Antonius top pair and gave Iribarren an open ender. Iribarren checked, Antonius bet 75,000, Iribarren check raised all in for 379,000.
Every training video you have ever paid for says top pair with a nine kicker is a fold there. Not a hero call. Not a soul read. Not experience beating math. The last 304,000 had to win 31 percent of the time to break even, and against that check raising range it was winning 78.

The part nobody talks about is that it only works because of what Iribarren was holding. K♠J♦ on that turn is a straight draw with two overcards and no showdown value, which is exactly the hand that has to shove. If he only check raises there with sets and better queens, Q9 is a routine fold and Antonius is lighting 304,000 on fire. Plenty of strong players would fold it and that argument is fair. The price is what makes the call close to mandatory.

The commentators were saying out loud that Antonius could not have the queen very often and that he was in a tough spot. Then the cards went face up. They ran it twice, the 10♠ and the 3♦, and he took both halves of the 978,000 pot, close to 493,000 in profit.

Here is the rule you can use tonight at 0.05/0.10. When you face an all in, stop ranking your own hand and count theirs. List the hands that beat you, list the draws they can be doing this with, then compare that to your price. At 2.2 to 1 you need 31 percent, and a bad kicker does not move that number by a single point. This is the same player who is heads up for ten million a side in Jeju right now, and the full hand sits in a $300K cash game stream almost nobody watched.

You have folded that exact hand and called it discipline. The math never asked about your kicker.

[BestHandAA @Best_handAA]

Wiktor Malinowski shoved into a made straight against Ossi Ketola.Ten outs. $1.81M in the middle. One of them came.

Triton Jeju II, September 9. A one million dollar freezeout, 100 big blinds each, blinds 5,000/10,000, winner takes all. Malinowski had K♣K♦, Ketola had 9♥6♣. Flop K♥ 8♥ 7♣: Malinowski led 15,000, Ketola check-raised to 50,000. The 5♠ turn gave Ketola a straight. He check-raised 75,000 up to 250,000, Malinowski moved all in, Ketola called with roughly 580,000 behind.
The etiquette argument is the only part of this hand that travels. The math never does. Not a cooler. Not a punt. Not variance being cruel. Top set against a made straight on that turn is a ten out draw: one king, three eights, three sevens, three fives. Ten cards out of the forty four he could not see.

The part nobody talks about is that the shove is defensible and the runout is what makes it look insane. Against a turn check-raise on a board full of draws and second best kings, top set gets the money in and lives with it. Plenty of good players would argue Malinowski could have called and kept the pot smaller, and that argument is real. What is not arguable is the price. He was 22.7 percent with one card to come, and the clip going around starts at the shove, so you never see the check-raise that built the pot.

Ketola said afterward that he knew it would be an expensive slow roll, and that he did it for the clip farm. The match was over in minutes. They played three more that night, for two, two and three million, and he won all three, finishing around six million ahead.

Here is the number to keep. One card to come, multiply your outs by two and you have your percentage. Ten outs is twenty percent, and the exact figure here is 22.7. That is the gap between a set feeling like the nuts in your head and a set being a three to one loser on the table. All four matches sit in one fifty seven minute cut on Duel's channel, and almost nobody watched past the first hand.

You have shoved that exact turn and called it a cooler when it lost. It was twenty three percent, and you never once counted to ten.

[BestHandAA @Best_handAA]

Paul Jackson min raised Phil Ivey holding six high.
First place paid $1,000,000.The min raise ended him.

Monte Carlo Millions 2005, $25,000 buy in, heads up. Flop came J♥ J♣ 7♣. Ivey had Q♥ 8♥, Jackson had 6♠ 5♦. Ivey led 80,000 into a pot of roughly 176,000. Jackson raised to 170,000. Ivey made it 320,000. Jackson made it 470,000. Ivey moved all in and Jackson folded.
Every clip of this hand opens at the shove, which is the one moment in it that decides nothing. Not a soul read. Not a cooler. Not a hero move. Jackson raised to 170,000 and handed Ivey roughly 4.7 to 1 to continue: 90,000 more into 426,000, so queen high needed 17 percent to call. The raise folded out nothing and priced in everything.

The part nobody talks about is that the small raise is defensible. On a board that misses almost every hand, a cheap probe against a continuation is a real play, and there were no solvers in 2005 to check anybody. The reraise to 470,000 is the one that does not survive. It put a third of his stack in to fold a hand that had already refused to go away twice.

Jackson talked about it on camera years later and said he felt like a scared rabbit in headlights. He lost the heads up match shortly after and took the $600,000 second prize.

Here is the rule you can use tonight at $0.05/$0.10. Before you raise as a bluff, price it from his seat. If your sizing gives him better than 4 to 1 to call, you are not bluffing him, you are paying him to look you up. On a paired flop that number matters more than your cards, because his hand never has to improve, it only has to be cheap. The full broadcast is still up and runs seven minutes, and almost everyone who quotes this hand has only seen the forty seconds after the last raise.

You min raised a flop like this last week and called it a cheap bluff. It was a cheap call for him.

[BestHandAA @Best_handAA]

This box holds 300TB with no subscription. Five years ago, that took a server room. It's amazing)!

[AiMind @AIMind_Ai]

This box holds 300TB with no subscription. Five years ago, that took a server room.

A separate room, a cabinet the height of a person, and an electricity bill visible from space.

Now it is one case on a desk. 10 bays for 3.5-inch HDDs. Pull a tray, click a drive in, slide it back. Plus 30TB. Repeat until you reach 300TB.

The back panel comes off, and under it sit 2 M.2 slots and a RAM slot. Not a sealed brick, an actual motherboard you service yourself.

The NVMe drives hold cache and apps. The HDDs hold the archive. You add RAM the day it starts to matter.

Pay for the hardware once, and it is yours. Nobody raises your plan, trims your limits, or locks your access over terms you never read.

300TB with no bill arriving every month.

The server room did not disappear. It just fit into one case.

[AiMind @AIMind_Ai]

198 TB in 1 box, and after that, a cloud bill starts to look like robbery.
.
Most NAS units force a choice. Either lots of room on slow HDDs, or a little room on fast SSDs. No third option, so you buy a second box.

This ORICO CF56pro puts both in one enclosure. 5 slots for HDDs and 6 bays for SSDs. 11 drives in total.

The HDDs hold the archive you open twice a year. The SSDs hold whatever you are working on today. One box, one cable, one backup.

A private cloud on your own terms. Your drives, your RAID, your software on top.

You pay once for hardware instead of every month for gigabytes. Nobody raises your plan or locks your account over terms you never read.

Your cloud now sits in your room.

[BestHandAA @Best_handAA]

Nice setup! Mini PC instead of a rack for TrueNAS - quiet, powerful and cheaper than cloud.

[AiMind @AIMind_Ai]

1 mini PC instead of a server rack, and the whole home server comes together in 1 evening.

Most people picture a home server as a cabinet the height of a person, 6 fans, and an electricity bill visible from space.

This MINISFORUM UM890 Pro runs TrueNAS in a box the size of a book. Ryzen 9 8945HS, 8 cores, up to 96GB of DDR5, 2 x 2.5GbE ports, and 2 USB4 ports at 40Gbps.

Here is how it goes up.

Flash the TrueNAS SCALE image to a USB stick with Rufus or balenaEtcher. 5 minutes.

Plug the stick in, hit DEL at boot, and set USB as the boot device. Install to a small separate drive, never the one holding your data.

Reboot. An IP address appears on screen. That is the entire console you will ever look at. Everything else happens in a browser.

Open that IP from your laptop, pool the drives, create a dataset, turn on an SMB share. Windows and Mac see it as a normal network folder.

Then stack apps on top: Nextcloud instead of cloud storage, Jellyfin instead of a streaming subscription, Immich instead of Google Photos.

Both 2.5GbE ports can be bonded once one of them starts to cap out.

You pay once for hardware instead of every month for cloud storage.

The quietest machine in the apartment turned out to be the server.

[BestHandAA @Best_handAA]

@AIMind_Ai Nice setup! Mini PC instead of a rack for TrueNAS - quiet, powerful and way better than cloud bills.

[wenWeights @wenWeights]

15 Grok Bot agents turned $18,400 of ad spend into $61,200 in 14 days for a $300 payroll.

Grok Bot shipped on August 11. The store is 14 days old.

Most people give an agent a job. That is why their agents burn money. Every agent here has a job and a kill condition, and the kill condition is the part that works.

SCOUT finds 40 products a day. Kills anything with under 3 sellers already on it.
MARGIN prices it. Kills anything under 62% gross.
SUPPLIER sources it. Kills any supplier over 9 days to the door.
COPY writes 12 hooks per product. Kills any hook over 9 words.
SHOOT cuts 6 creatives a day. Kills anything that takes over 0.4 seconds to show the product.
LAUNCH puts $40 behind each creative. Kills it at $40 if CPA is over $34.
SCALE doubles budget on anything holding 2.5 ROAS for 48 hours. Kills the double if ROAS drops under 2.0 within 6 hours.
AUDIENCE opens 2 new cohorts a day. Kills a cohort after 3 dead tests.
SITE builds the landing page. Kills any page loading over 1.4 seconds.
BUNDLE builds the offer. Kills any bundle that lifts average order under $8.
EMAIL runs the abandoned cart flow. Kills any flow recovering under 4%.
SUPPORT answers in under 4 minutes. Kills its own answer and escalates anything it has not seen twice.
REFUND clears anything under $80 without asking. Kills the account above 2 refunds.
BOOKS reconciles nightly. Kills the day if spend passes the cap.
CHIEF reads the other 14 at 7 AM, kills anything only 1 of them flagged, and brings 1 decision.
218 creatives shot. 176 died inside the first $40. 9 scaled. 850 orders at $72.
Day 1 to 4: $2,100 spent, $900 back. Every kill condition was too loose.
Day 5 to 9: CPA cap dropped from $48 to $34. The first 3 winners survived.
Day 10 to 14: 9 creatives scaled. $61,200.
Ad spend $18,400. Product cost $17,100. Payroll $300. Tools $240. Profit $25,160.
9 creatives made the money. The other 209 got killed at $40.

[BestHandAA @Best_handAA]

It's look like very cool!

[wenWeights @wenWeights]

15 Grok Bot agents put $41,200 a month on the books in 14 days for a $300 payroll.

Grok Bot shipped on August 11. This company is 14 days old.

It sells 1 thing: short-form video editing for B2B SaaS, on retainer.

11 retainers at $2,400 a month. 4 one-off builds at $3,700. That is $41,200 a month on the books.

3 floors. 15 agents. Each one gets 1 job title, 1 written charter, and no permission to do anything else.

FLOOR 1 fills the pipe.
SCOUT pulls 400 companies a day out of Apollo, LinkedIn, X, G2, job boards and funding feeds. QUALIFY kills 320 of them on 4 rules: under 40 staff, already posts video, raised in the last 18 months, no in-house editor. OUTREACH writes 80 first emails a day in the founder's voice. FOLLOW sends 3 touches over 9 days and then stops dead. BOOK owns the calendar and never double-books.
1,120 emails in 14 days. 7% reply. 41 calls. 15 signed.

FLOOR 2 ships the work.
BRIEF turns a signed deal into a 1-page spec in 20 minutes. BUILD cuts the first pass. REVIEW checks it against the spec line by line and fails it if the hook runs past 3 seconds. FIX takes the notes. SHIP delivers and logs the file. 48 hours from raw footage to delivery.

FLOOR 3 keeps it alive.
INVOICE bills through Stripe on delivery and chases at 7, 14 and 30 days. BOOKS reconciles nightly. SUPPORT answers in under 4 minutes and escalates anything it has not seen twice. CONTENT posts 2 pieces a day. CHIEF reads all 14 at 7 AM and brings 1 decision.
No agent talks across a floor. Everything moves through CHIEF.

Day 1 to 3 are ugly. OUTREACH sounds like a robot. 9 charters get rewritten.
Day 4 to 8: the handoffs stop breaking. 3 retainers signed. $7,200.

Day 9 to 14: 8 more retainers and 4 builds. $41,200 a month on the books.

Payroll $300. Tools $187. Everything else is margin.

The company is 14 days old. Nobody who works there gets paid.

[BestHandAA @Best_handAA]

@AIMind_Ai No cloud. No monthly bill. No data leaving the box. This is how personal AI should feel.

[BestHandAA @Best_handAA]

No cloud. No monthly bill. No data leaving the box. This is how personal AI should feel.

[AiMind @AIMind_Ai]

1 mini PC that fits in a palm, with no monthly token bill attached to it.

Most people run their AI through a browser tab. Every prompt, every document, every half-finished idea leaves the machine and lands on someone else's server.

This ORICO mini PC runs the model locally. The assistant lives inside the box, not in a data center 2,000 miles away.

Small enough to slide into a bag. Powerful enough that you stop noticing it is not a desktop.

You pay once for hardware instead of every month for limits. No outage that takes your assistant down with it. No terms of service deciding what your files are worth.

Plug it in anywhere, and the assistant is already there, offline, waiting.

The smallest machine on the desk is the only one that keeps its mouth shut.

[BestHandAA @Best_handAA]

136TB of archive + fast NVMe in one box. Finally no more dual setups for editors.

[AiMind @AIMind_Ai]

136 TB in 1 desktop box, and the cloud subscription for that much space costs more per year than the box itself.

Most creators run 2 separate setups. A slow archive drive for finished work, and a fast NVMe drive for the project open right now. Two boxes, two cables, two things to forget to back up.

This ACASIS enclosure combines both in one 6-bay unit. SATA bays for the deep archive, NVMe for the timeline you are cutting today, and 40Gbps out the back so the fast half never waits on the connection.

Plus software RAID. 136TB of raw capacity if you fill every bay.

No more deciding which project gets the fast drive and which one gets the slow one.

Archive and working files sit in the same enclosure. One cable, one backup.

[BestHandAA @Best_handAA]

15 Grok bots for $300/month do the work of a $2.7M trading desk. While you sleep they trade, hedge and make money. One click in the morning and done.

[wenWeights @wenWeights]

15 Grok Bot agents ran a $2.7M trading desk for $300 while I slept.

4:00 AM. 15 cloud terminals wake up. Nobody is at the keyboard.

5 pods, 3 seats each. Tape, flow and exec work the prints. Quant, vol and basis refit models live. Macro, fx and energy take the Asia handover. Risk, credit and event carry the book at 1.40% VAR. Semis, data and pm keep the watchlist.

They never talk to each other. They talk to the Chief.

The Chief routes every handoff and checks it twice. It has never placed a trade. 214 squawk lines by 5:29 AM.

4:49. Risk finds the semis pair. 4:50. Tape hedges the risk cap. 4:52. Macro fills the VWAP slice. 4:53. Event fills tomorrow's watchlist. 4:54. Flow hedges the opening basket.

612 fills. 941 orders. 63.4% hit rate. +$94K cleared before the 9:30 open.

Millennium runs 330 pods with desks laid out exactly like this one. 15 seats. 3 risk officers. A PM who keeps the book. Each seat runs 6 figures a year plus bonus. Payroll on that floor is $2.7M.

This desk costs $300 a month.

The human gets 1 job. At 8:30 AM a box opens. Approve. Hedge $4.1M. Release. Cancel.

1 click. Then the laptop shuts.

15 seats. 612 fills. 1 click. The desk never asked where I was.

[BestHandAA @Best_handAA]

Solid budget mini PCs for a first homelab.

[AiMind @AIMind_Ai]

5 mini PCs at $130 each hand you back $1,500 a year apiece, or $7,500 off the AWS bill.

Every one of them sat under an office desk until IT wrote it off.

The list, cheapest first.

HP EliteDesk 800 G3 Mini. $130 to $170 refurbished. The cheapest way in. 35W chip, boots Proxmox in under 10 minutes.
Lenovo ThinkCentre M710q Tiny. $175 to $230. Best ultra-budget pick. 1 M.2 slot, 1 2.5-inch bay, room to grow.
Dell OptiPlex 7060 Micro. $190 to $220. 8th-gen 6-core silicon at 7th-gen prices. The bargain of the 5.
Dell OptiPlex 3060 Micro. $245 to $275. Best Dell under $300.
Lenovo ThinkCentre M910q Tiny. $250 to $280. Best value on the list. Buy this one if you only buy one.

The instance, any single one of these replaces rent for $121 a month. $1,458 a year. Times 5.

All 5 together: $990. Once. Paid back in 50 days.

Add 16GB of RAM and a 256GB NVMe for about $40, and any of them can run Proxmox, Docker, Home Assistant, and Plex at the same time.

Nobody's first server should cost $2,000.

Start at $130. Nobody stops at one.

[BestHandAA @Best_handAA]

@AIMind_Ai Solid picks, you can actually build a decent homelab for almost nothing. Thanks for the list!

[BestHandAA @Best_handAA]

5 mini PCs at $130 each hand you back $1,500 a year apiece, or $7,500 off the AWS bill.

[AiMind @AIMind_Ai]

5 mini PCs at $130 each hand you back $1,500 a year apiece, or $7,500 off the AWS bill.

Every one of them sat under an office desk until IT wrote it off.

The list, cheapest first.

HP EliteDesk 800 G3 Mini. $130 to $170 refurbished. The cheapest way in. 35W chip, boots Proxmox in under 10 minutes.
Lenovo ThinkCentre M710q Tiny. $175 to $230. Best ultra-budget pick. 1 M.2 slot, 1 2.5-inch bay, room to grow.
Dell OptiPlex 7060 Micro. $190 to $220. 8th-gen 6-core silicon at 7th-gen prices. The bargain of the 5.
Dell OptiPlex 3060 Micro. $245 to $275. Best Dell under $300.
Lenovo ThinkCentre M910q Tiny. $250 to $280. Best value on the list. Buy this one if you only buy one.

The instance, any single one of these replaces rent for $121 a month. $1,458 a year. Times 5.

All 5 together: $990. Once. Paid back in 50 days.

Add 16GB of RAM and a 256GB NVMe for about $40, and any of them can run Proxmox, Docker, Home Assistant, and Plex at the same time.

Nobody's first server should cost $2,000.

Start at $130. Nobody stops at one.

[AiMind @AIMind_Ai]

https://t.co/KJ3iSWl8ki

[BestHandAA @Best_handAA]

@wenWeights Nice breakdown, $500 instead of 20k a month is wild. Agents just draft stuff though, you still gotta approve everything yourself. Biggest win is testing the product without hiring a whole team first.

[BestHandAA @Best_handAA]

Mac mini M4 + 1 dock = a workstation Apple left half-built.

[AiMind @AIMind_Ai]

Mac mini M4 + 1 dock = a workstation Apple left half-built.

Base spec: 1 fast chip, cramped ports, 1 storage tier with a ceiling.

Add the dock: 40Gbps NVMe storage. Dual 4K HDMI. A full row of USB ports instead of 1 lonely strip.

Do the math. 40Gbps is 5 gigabytes per second. 2 extra displays run off a single cable run. 1 small box turns a starter machine into a full desk setup.

Apple sold the chip. This dock finishes the build.