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At enterprise scale, connecting an AI agent to a useful tool is less an integration problem than a platform problem. A few hand-built Model Context Protocol (MCP) servers can work well, but hundreds of teams independently wiring agents to internal systems create duplicated infrastructure, inconsistent security, poor discoverability, and tool definitions that are expensive to load into a model’s context. In “Designing MCP Gateway: Uber’s MCP Management Platform,” published by the official Uber Engineering blog, Uber describes the shared control and data planes it built to turn thousands of existing service APIs into governed agent tools. The platform now hosts more than 800 MCP servers and 5,000 tools.

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Robert Kraft says Ed Sheeran asked him to donate \$2m to aid “in the region” after Macklemore backlash (r/news)

• Otarmichael: Where in the region, Ed? Where in the region??
• Odd-Kaleidoscope8863: Going straight to the IDF
• BTTammer: To Trump’s Board of Peace, of course

FBI shut down Russian plot to kill US individuals and Europeans supporting Ukraine (r/news)

• Dandan0005: Just thinkin about lindsey graham for no reason in particular
• ERedfieldh: Isn’t it because he’s not allowed within 100 miles of that island?
• -rose-mary-: You talking about Lady bugs?

Satellites show Earth lost more than 12 trillion tons of ice from Greenland, Antarctica in 47 years (r/news)

• amIThatdoomed: 12 trillion tons so far*! Who lit this match?
• Journeyman-Joe: “We are now as a society smart enough to know the future, but not prudent enough to act upon the knowledge.” - Ted Scambos, University of Colorado
• celix24: Gotta build more data centers so billionaires can build their bunkers.

People 25+ y/o, what exercise or sport did you get into to maintain your health? (r/AskReddit)

• The–Marf: Rock climbing. Full body workout plus I can do a bunch of pullups now.
• nwp1010: I’m 66 days into daily swimming, for 30-45 minutes per day, going for 90 (and have so far only missed 3 or so days in my streak), and honestly, I didn’t think it would be all that useful, but my cardio is better than ever, and i’ve dropped a waist size or two
• anho456: Running. Im now 35 and think I’m the fittest I’ve been my entire life, which is a great feeling

People who can fight, what advice would you give to someone who has never been in one? (r/AskReddit)

• ReplacementFeisty397: Don’t
• Empty_Ad_5523: Do anything you can to avoid getting into one!
• infinitewowbagger: It’s a learnt skill, run away by preference.

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Amazon October layoffs are starting to feel VERY real (Blind)

• cakecake (Amazon): My manager asked me if I want to switch team in 1 on 1 🤔
• vUkw56 (Expedia Group): 2026 where every month is Russian roulette for your employment status
• Jtermite (Apple): Former Amazonian. QuickSuite is pretty reliable. He/she was right about the last year Oct and this Jan layoffs

How are benefits at @Anthropic (Blind)

• run escape (Meta): Get the offer first. This is getting ridiculous. You can apply and not even get an interview. Why are you already thinking about benefits the ffff
• funi: Who cares about the benefits if your TC jumps from \$350k to \$1.5M
• skibiDB (MongoDB): The main benefit is not being at Microsoft.

Best AI startups with real equity upside left? (Not joining at \$5B+) (Blind)

• yiJv20 (Amazon): p0, legora, gc ai, liquid ai, cohere
• h1b&h4.ead: You won’t find anything. What you are looking for doesn’t exist
• abcdcbrf (Razorpay): let me know , if you find anything . On the same boat

Meta is cooking 🍳 (Blind)

• wd40s (Amazon): No one in their right mind will give any meaningful data to meta or Zuckerberg. They have the worst track record of data handling
• UnionRep (Meta): Yikes. People who work on it won’t even open the app because of security concerns btw.
• Mr. Wang (Google): Google Home is cooked

Apple’s new hardware chief says seeing screen protectors used on iPhones makes his “skin crawl” (r/technology)

• Level_Working9664: The price of a replacement iPhone screen makes my skin crawl
• PA2SK: If he’s so confident in his screens then offer to replace them for free.
• BlackDeath3: I have absolutely shattered my phone screen dropping it.

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Quick facts

• Difficulty: MEDIUM
• Problem: Monthly Transactions I
• Topics: Database

The problem in one picture

The Transactions table contains one row per transaction: its country, whether it was approved or declined, its amount, and its date. The requested report has one row for every (calendar month, country) pair and six columns:

Generated by Codex with GPT 5.6 Sol High

Techmeme surfaced Apple’s October 2 developer notice, “Updates to Full Disk Access in macOS”. Apple says it will add controls that make granting this permission require unusually explicit user action, because AI agents turn a broad but historically specialized capability into a much larger privacy risk. The announcement is short and leaves the design unfinished, but its premise is important: consent that was barely adequate for conventional software becomes weaker when the recipient can plan, infer, and act on its own.

Generated by Codex with GPT 5.6 Sol High

Macklemore pledges his \$1m Ed Sheeran tour salary to Palestine (r/news)

• SillyGoatGruff: \$1m for two shows is a pretty sweet deal
• iamacannibal: He is making the best of this situation. He has gained a ton of fans and is using this to help people. Seems like an overall good dude too.
• math-yoo: The realness of Macklemore has been incredible to see unfold this week. Never was a fan of his music, but he is a person of conviction.

Women sue Epstein’s estate, saying their photos were found in his vast child porn collection (r/news)

• ChopperChange: Who are the people managing Epstein’s estate?
• rnick467: Good. 18 U.S. Code 2255 allows victims to sue anyone found in possession of pictures or videos of their abuse.
• ScarSignal7723: them releasing the victims names with their information and redacting the pedophiles is proof everyone behind it needs to be jailed forever. what a fucking travesty of a life it is to be done like this and then doxed by the government for speaking on it. just filthy.

what’s the scariest science fact that the public knows nothing about? (r/AskReddit)

• Ezenthar1: An alarming number of psychology studies have failed to have their findings replicated when tested again. What this means is that even if the findings within these studies were found to be significant, there’s a strong possibility that the “significance” was circumstantial and not meaningful. It’s possible that a lot of underlying assumptions about psychology, and the treatment of mental health, are based on findings that have not been able to be replicated.
• sylar_c: Prions. They aren’t even alive—just defective, indestructible protein zombies that turn your brain into Swiss cheese, survive temperatures up to 1,000°F, have no cure, and a 100% mortality rate.
• floorshitter69: You can have an aneurysm at any moment and you’ll just instantly die. Most people have no symptoms leading up to it. And it’s almost impossible to find it beforehand medically unless you’re specifically looking for it.

What is your go-to word or phrase when something goes horribly wrong? (r/AskReddit)

• ImaginaryCandy: Fetch me my bathing toaster
• GPUfollowr77: My mom loved, “Shit. Fuck. Fire”
• Either-Welder-6211: “I’m canceling my birth certificate”

what’s the most annoying sound on earth? (r/AskReddit)

• Zombiebelle: When my kids are just shrieking for no damn reason. Oh my god.
• Tmettler5: Waking up at 2:30 am to the sounds of a cat throwing up on the carpet.
• RecentAd7186: Someone whose phone is going PING PING PING like multiple messages in quick succession. Just put it on silent ffs

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Congrats to folks at Google / Deepmind (Blind)

• 73hdifii (Meta): This is a lame post.
• mtvma (Google): Yep! Proud of the work. We got little late but came up to quality
• notG3 (Google): Ain’t shit yet. Not releasing to the general public and benchmaxxing it seems odd.

LLMs are not hype (Blind)

• wd40s (Amazon): PayPal about 6 years late to the party.
• lzvu2s (Amazon): How often do you work on projects “from scratch”? Most of us work on codebases written over several years with live production customers. Are you noticing the same LLM performance when you add features on top of legacy code base?
• JXaK48 (Oracle): Deploy it and get the customers

Landed an OpenAI Offer! I MADE IT!!!! (Blind)

• allev (Rubrik): That’s some mad TC. Congratulations!! How tough was it to get in?
• fakkmidyud (SailPoint Technologies): But you’re causing unemployment with AI.. you’ll goto hell.. is that fine for you?
• LpPF22 (Amazon): Congratsss my guyyy!!!! Thats a crazy jump for ur yoe. Care to share ur journey?

Monthly AI coding limit (Blind)

• dragunov (Google): You guys get limited quota?
• sentryy (Intuit): 5000 monthly Claude and Cursor
• IBYh04 (HPE): HPE is unlimited, but if you go over \$3k, they start to ask questions.

Flock Offers Employees Buyouts as Customers Flee (r/technology)

• my_third_account: It’s kinda wild that they’ve been doing this for 9 years in near secrecy.
• evolutionxtinct: Don’t worry most of those employees selling this crap are x cops. Flock will implant ex-employees back at police agencies to help keep them in the environment. Flock is evil but the employees aren’t great either.
• Rakefighter: Cry me a river. Everyone there is involved in doing evil.

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The phrase “before the big bang” may contain its own contradiction. If time began with the universe, there was no earlier moment in which anything could happen. Yet cosmologists are no longer limited to philosophical speculation about that boundary. Sarah Scoles surveys three proposals that turn the universe’s origin into a scientific question by connecting radically different beginnings to observations that researchers could, at least in principle, make.

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Techmeme surfaced arXiv’s October 1 announcement, “Fair Moderation, Equitable Access, and AI: arXiv’s Updated Rate Limit Policy”. The research repository is imposing a universal ceiling of two submissions per person per calendar month, plus no more than three active submissions at once. What looks like a narrow moderation rule is also an early institutional response to a larger shift: AI has made producing plausible research prose much cheaper, while evaluating whether that work is worthwhile remains stubbornly human.

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Rich countries spent years treating debt as cheap and forgiving. That era is ending just as their borrowing needs are reaching historic highs. In “Bonds-and-chain”, The Economist argues that rising bond yields, persistent deficits and shorter debt maturities are combining into a dangerous feedback loop: higher interest bills enlarge deficits, which require more borrowing, which can push yields higher still.