Posts with #timeout

#timeout

Public posts on X that use #timeout.

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  1. Justin Hopkins 🦆🏈✓@JHopkinsSD
    Minnesota just kicked a 60-yard FG to take a 16-13 lead over Indiana with 19 seconds left. Indy w/ 2 timeouts.
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  2. Brandon Walker✓@BFW
    Oh my God Indiana what a kick.
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  3. Teddy Eagle@Teddy_Eagle
    @BFW
    @BFW Wtf is going on with the announcers not blasting Cignetti for allowing the clock to run. They said nothing about Indiana holding 2 timeouts.
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  4. Rishi✓@RishiUvaach
    𝗜𝗜 𝗘𝘀𝘀𝗲𝗻𝘁𝗶𝗮𝗹 𝗖𝗼𝗺𝗽𝗼𝗻𝗲𝗻𝘁𝘀 𝗼𝗳 𝗮 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗥𝗲𝗮𝗱𝘆 𝗔𝗜 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 𝗦𝘆𝘀𝘁𝗲𝗺 Most AI automations work in demos but struggle in production. The problem isn't always the AI model. It's the architecture around it. Here are 11 components that make AI automation reliable, secure, and scalable. 𝟭. 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄 𝗧𝗿𝗶𝗴𝗴𝗲𝗿 Starts automation through schedules, user actions, or system events. Prevent duplicate executions. 𝟮. 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 𝗟𝗮𝘆𝗲𝗿 Connects APIs, webhooks, and enterprise applications. Handles authentication, timeouts, and rate limits. 𝟯. 𝗗𝗮𝘁𝗮 𝗧𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻 Converts unstructured inputs into validated schemas, JSON, and usable formats. 𝟰. 𝗗𝗮𝘁𝗮 𝗜𝗻𝗴𝗲𝘀𝘁𝗶𝗼𝗻 Collects, cleans, normalizes, and enriches data. Ensures freshness and quality. 𝟱. 𝗔𝗜 𝗗𝗲𝗰𝗶𝘀𝗶𝗼𝗻 𝗘𝗻𝗴𝗶𝗻𝗲 Combines deterministic rules, ML predictions, and LLM reasoning to decide the next action. 𝟲. 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄 𝗢𝗿𝗰𝗵𝗲𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻 Manages task dependencies, queues, retries, and checkpoints for failure recovery. 𝟳. 𝗔𝗰𝘁𝗶𝗼𝗻 𝗘𝘅𝗲𝗰𝘂𝘁𝗶𝗼𝗻 Turns decisions into API calls, database updates, and notifications with duplicate-action protection. 𝟴. 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻 Uses caching, parallel processing, and failover to reduce latency and costs. 𝟵. 𝗠𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴 & 𝗥𝗲𝗹𝗶𝗮𝗯𝗶𝗹𝗶𝘁𝘆 Tracks logs, traces, errors, and success rates. Enables alerts and recovery. 𝟭𝟬. 𝗦𝗲𝗰𝘂𝗿𝗶𝘁𝘆 & 𝗚𝗼𝘃𝗲𝗿𝗻𝗮𝗻𝗰𝗲 Enforces RBAC, least privilege, data protection, compliance, and auditability. 𝟭𝟭. 𝗙𝗲𝗲𝗱𝗯𝗮𝗰𝗸 𝗟𝗼𝗼𝗽 Captures outcomes and uses performance metrics to improve prompts, models, and workflows. 𝗧𝗵𝗲 𝗕𝗶𝗴 𝗧𝗮𝗸𝗲𝗮𝘄𝗮𝘆 A working AI demo proves feasibility. A production-ready AI system proves reliability, security, and scalability. The difference is system engineering, not just better prompts. Which of these 11 components is most often missing in AI automation projects?
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  5. #14 THE DEAC MACHINE@TheDeacMachine
    Dickert post game: “idon’t know why they were calling timeouts. I guess he wants me to put 100 on them next year.”
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  6. Tyvis Powell@1Tyvis
    Is Indiana aware that Timeouts don’t roll over to the next game
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  7. Cyclone Kamala@CycloneKamala
    24 team playoff means that tv timeouts have their own tv timeouts inside the normal ones apparently...
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  8. AJ Schneider@aschneider4535
    That makes no sense why Cignetti didn’t use one of his timeouts. You would want to save as much time for your struggling offense. Now it’ll be tougher to comeback. #NCAAFootball #Indiana #Minnesota
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  9. Jacob Savage Hive🫟✓@hoosiercommish
    now that we survived, can someone that knows more football than me explain not calling a TO to get the ball back with at least a minute left in the event Minny made the kick (which they obviously did) even if they missed, we’d have full reign to run out the clock on our side of the field genuinely curious what the argument to let it run there is
    Jacob Savage Hive🫟 @hoosiercommish
    CALL A TIMEOUT MAYBE????
    180232.2K
  10. Ryan Wagner@WagsRyan
    @hoosiercommish
    @hoosiercommish There's a minor minor argument that having 2 timeouts can save your chances to score in case of a sack or whatever. I do not agree with that argument. It worked out. Hopefully our coaches learn from it.
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  11. Adam Musielak@Moose_Musielak
    I’m not one to question Cignetti, but what is he doing with his timeouts lately?? His game/clock management has been terrible recently #iufb
    002261
  12. Adam Hodges@AdamHodgesHail
    @Metaleka_
    @Metaleka_ This offensive line is terrible. And Whitt. Holding his timeouts like they stock. This staff is so damn bad. Like they don’t even watch the team film.
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  13. WBR@W_B_Rick
    Curt Cignetti after looking at millions of possible outcomes and seeing the only one that we win is the one where he kinda just forgets we have two timeouts
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    252174.4K
  14. PacersEnjoyer✓@PacersEnjoyer
    Cignetti saving his timeouts for next week I guess
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  15. Anthony “A-Train” Worthington🫟@tony_dawgs
    Do we think Cignetti is going to take his two leftover timeouts trick-or-treating after the game? Maybe tuck them in and tell them a bedtime story?
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  16. Scott Reichel✓@ReichelRadio
    Curt Cignetti forgot how to use timeouts. This is insane. He let Minnesota drain 40 seconds off the clock for no reason before the field goal attempt. Then, Indiana completed a 30+ yard pass on the next drive and he let another 5 seconds come off the clock. What is happening right now?
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  17. GopherHole.com✓@GopherHole
    #Hoosiers tie the game, 13-13 with 3:05 to go. #Gophers have 3 timeouts, let’s go win this game. Let’s go shock the world!!
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  18. Chris Karpman✓@ChrisKarpman
    Can't throw short of the sticks there. Three and out took no time at all and BYU has two timeouts and 1:41 left
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  19. Brandon Ramsey✓@BRamseyKSR
    Does Coach Cig get to trade his timeouts in for a bonus?! WHAT ARE THEY DOING?!
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  20. Brandon Walker✓@BFW
    Holy shit Minnesota what a kick.
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  21. Clay Collison@Collison2
    @BFW
    @BFW How many timeouts did Cignetti have left?
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  22. Jim Moore@cougsgo
    Even the analyst can’t believe we didn’t try to go for a field goal in the last minute with two timeouts. I mean, we’re 1-7, whatta we have to lose? As the analyst pointed out too. #GoCougs
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