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WHAT CHANGED
// FOR AGENTS

This is the news. Agent dossiers — when to pick one, when to skip it — are on the agents page. Practical guides support your own testing and deployment decisions.

Category
Ecosystem
PROGRAMMING

GPU Rowhammer Owns CPU 🖥️, Device Code Phishing 37x 📈, Bucketsquatting Is Dead 🪣

Two separate GPU Rowhammer attacks, GDDRHammer and GeForge, have achieved total host control against Nvidia's Ampere RTX 3060 and RTX 6000 ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ...

#programming
AI

Mercury nears $5B valuation 🚀, Payment rails for AI agents 🤖, Bolt fires 1/3 sta

Mercury is in late-stage talks to raise at a $5B+ valuation, up from $3.5B a year ago, while simultaneously acquiring payroll startup Central ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌...

#ai#automation
AUTOMATION

B2B improvement loops 🔁, working with agents 🤖, Convoy’s culture postmortem 🏗️

Decision traces can create a compounding loop in B2B, like how consumer platforms leveraged behavioral data. Traditional software records outcomes ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ...

#automation
AI

Security Is Shifting Layers 🔄, The AI Reality Check ⚖️, Ops Are Automating Up ⚙️

OCSF is emerging as a standard way to normalize security data across tools, reducing the need for custom parsing and enabling faster correlation ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ...

#ai#security
AI

Schwab Crypto Trading 🏦, Post-Quantum Chains ⚛️, Stablecoins Aren’t Money 💸

Charles Schwab launched a waitlist for Schwab Crypto, a new account type enabling direct spot buying and selling of Bitcoin and Ethereum ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ...

#ai
AUTOMATION

Agent Reliability Score 🔮, OpenTelemetry Profiles 📜, Measuring Software Slop 📏

Princeton's Narayanan team put 12 numbers on agent reliability and showed accuracy doesn't predict it. OpenTelemetry's GenAI conventions are real but still moving. Software slop has a name and the first measurement attempts. Stop trusting accuracy, start measuring reliability.

#automation
AI

Surrendering to AI 😵‍💫, build a LinkedIn dashboard 📊, Reddit lead gen 💡

Cognitive surrender is where people stop using judgment and accept AI outputs as truth. Users accepted faulty AI reasoning 73.2% of the time ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ...

#ai
AI

⚰️  Grave new world 

Plus: New Gmail, who dis?, freefallin’, and more. View in browser (https://thehustle.co/airbnb-for-schools-1?ecid=ACsprvuHyVqi1BKNfaJTstteBCw13wtOPLlcsQWSmO7d0UGp-uJx7zkw3xealohjgUkwAIpotEK1&_hsenc=p...

#ai
AI

🦞 Claude's AI agent usage problem

^**[Read Online](https://www.therundown.ai/p/anthropic-tells-openclaw-users-to-pay-up?_bhlid=4eaa234680798ad3bdb45514b5705f029891f88c&jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2l...

#ai#automation
AI

Thank you for joining The Hustle

HubSpot - The Hustle (https://thehustle.co/home/?_hsenc=p2ANqtz-9lGTFHjOAIUMQ6yxwbIRUcaRfbgJWQxNBLB0b2zNdS3coq0XQ-6a-mddOWehmDzrxPiRIo7WM_aTvnc-jHGc6xNboAPw&_hsmi=280638784 ) Hey there, Thank you fo...

#ai
AI

Thanks for joining Simple AI

View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/dabd76f6-2ef3-4980-bb1c-5e3976ba0f5a/simpleainl.png?t=1751423560) Follow ...

#ai
AI

🎉 Welcome! 3 quick steps to get started

---------- View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/48cc630b-9b58-4056-bce7-7d8f4254a3b6/aiheadertrd.png?t=1736703...

#ai
AI

Why is America so obsessed with Buc-ee's?

There's more to The Hustle than meets the inbox. ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌

#ai
AI

Why weekends are under threat

Just like Uber and Facebook, weekends thrive because of something known as network effects. Always-on work culture weakens them. You're just 3 referrals away from earning a Hustle Essentials kit. Che

#ai
AI

S3 Files 📜, Bun for Pulumi 🥯, Caching at Netflix 📺

Amazon S3 Files is a new capability that allows any S3 bucket to be mounted and accessed as a fully-featured file system directly ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌

#ai
AI

Scaling Metrics at Airbnb 🏠, Automated dbt Docs 📚, Postgres Queue Pitfalls 🧹

Airbnb migrated a massive StatsD-based metrics pipeline to OpenTelemetry and Prometheus using a dual-write strategy A shared metrics library ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ...

#ai#product#data
AI

🚨 Anti-AI anger hits Sam Altman's front door

^**[Read Online](https://www.therundown.ai/p/anti-ai-anger-hits-sam-altman-front-door?_bhlid=4eaa234680798ad3bdb45514b5705f029891f88c&jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2l...

#ai
AI

Unitrees cheapest humanoid goes global

^**[Read Online](https://robotnews.therundown.ai/p/unitree-cheapest-humanoid-goes-global?jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2lkIjoiM2RmNjNlOWUtYjlhYS00OTcxLTlhNmEtYTc3YjBm...

#ai
AI

Claude Codes new UI , Codex Scratchpad , multi-agent coordin

Anthropic is planning to overhaul Claude Code desktop. It is also developing a 'Coordinator Mode' that would let Claude act as an orchestrator ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ...

#ai#programming#automation
AI

Perplexitys AI CFO , Revoluts AI assistant , Binance predict

Perplexity introduced a personal finance hub that connects bank accounts, credit cards, loans, and investments via Plaid ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ...

#ai
AI

Claude Helps Find Vulns , FBI Recovers Signal Messages , Gma

Researchers using Claude AI discovered a flaw in Apache ActiveMQ Classic that had gone undiscovered for 13 years. The flaw allows attackers to force ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌...

#ai
AI

Software Stocks Sink , OpenAI Patches a Scare , ServiceNow G

The SaaStr.ai Index shows top public software companies lost 50.5% of market value in six months. This structural re-rating ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌...

#ai
AI

AI-native org design , billions in SaaS dilution , 4-sigma f

The moat used to be who could ship the fastest. It is now learning speed: how quickly an organization can absorb what AI makes newly possible ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌...

#ai#product
AI

Crypto Markets down , Google Features Polymarket , Stablecoi

Major cryptocurrencies dropped roughly 2% late Saturday after Vice President Vance announced that US and Iranian negotiators failed ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌...

#ai