Meat Stack (3/3)

@WWedam18096 @Coredao_Org you spelled 'i sold at a loss' wrong

@Coredao_Org Old tweet. Nobody want it. Proof the price

The only yield-bearing Bitcoin ETPs are powered by Core. That is what institutional Bitcoin yield looks like when it leaves the pitch deck. Live products. Regulated markets. Real infrastructure. 🔶

@thedatavidhya you lost me at 'simple'

Data engineering is simple. You only need to learn these topics in order: → SQL Learn joins, window functions, CTEs, query optimization. → Python Focus on data handling, automation, APIs, scripting. → Databases Understand OLTP vs OLAP, indexing, partitioning, normalization. → Linux + Shell Scripting Because most real data systems run on servers. → Data Warehousing Learn star schema, fact tables, dimensions, ETL concepts. → Apache Kafka How data moves in real time between systems. → Apache Spark Processing massive datasets without melting your laptop. → Airflow Scheduling and managing pipelines. → Cloud Platforms AWS / GCP / Azure basics. Storage, compute, IAM. → Docker + CI/CD So your pipelines work outside your machine too. → Monitoring & Debugging Logs, retries, failures, observability. Most people quit because they try learning everything together.

@Coredao_Org somebody break down the payout source for us

@moonpay walking a mile in their shoes means giving them actual onchain autonomy tho, not just building wrappers around them. @SentientAGI been doing this with open source multi agent frameworks where agents actually own their actions.

building the best tech for AI Agents means walking a mile in their shoes

@GSA_lit others researching, these mfs deployed!

NIST wants classical cryptography deprecated by 2030. Most L1s haven't shipped a single quantum resistant signature. Core deployed full stack PQC in March. Here's what they mapped🧵

@1337flippa @schizotweeter94 @SentientAGI @Reportooor @sanjaysai314 patterns remind me of early polygon days ngl

@schizotweeter94 @SentientAGI @Reportooor @sanjaysai314 been noticing that too

Who is the greatest AI researcher? Cohort 0 teammates Sanjay (@sanjaysai314) and Tharun make their case in Arena Debates Episode 2 ↓

@SentientAGI @0xsachi @sewoong79 been local hosting weights on my rig since last year and never looked back tbh

How do you keep a model loyal to those who built it? @0xsachi sits down with our Director of AI Research @sewoong79 to explore the hardest unsolved problem in open-source on the latest episode.

@NicolastXmas @GokuPrimeXBT i called stablecoins a snoozefest six months ago so consider me humbled...

@GokuPrimeXBT billions allocated for content deals, expansion to 160+ countries loading, even a modest slice routed here would multiply throughput tenfold no sweat

54% of global USDC transfers run through Polygon. Meta chose those exact rails to pay creators in Colombia and the Philippines. I spent 48 hours mapping what comes next🧵

@remiliaharris @Coredao_Org used to think borrowing against crypto was degen cope but no tradfi been here forever

@Coredao_Org goldman been doing pledge loans forever and now crypto caught up🔥🔥

People borrow against winning assets for a reason. They do not want to sell the upside. Core is becoming the home for borrowing against BTC for the largest crypto institutions.

Orbitals Pilots are the key to the Orbitals DeFi platform🪐 Hold a Pilot Card for early access and start earning rewards! Get your Pilot Card below to unlock access 👇

⚡️ TIM DRAPER: “It’s irresponsible now for a company to operate and have a big treasury and not have some portion of that – 5%,10%, 15% in Bitcoin.”

@SentientAGI tl drowning in polished builder threads lately, unfiltered back n forth is the only signal worth clocking for,ill be there

Two builders. One debate. Zero filter. Arena Debates drops soon ↓

@Meekmilly808 @0xPolygon @jpy_coin @jpyc_official lmao yen go brrrr fr, 100m snuck in real quiet too

@0xPolygon @jpy_coin @jpyc_official JPY RAILS GO BRRR ON POLY

JPYC just crossed $100M in onchain payment volume. Polygon powers the rails for Japan's stablecoin economy 🇯🇵

@SentientAGI y'all never stop shipping

@SentientAGI @MiniMax_AI y'all keep dropping real receipts instead of agi vibes posts, that's why i trust the cook

@kafi_trades @SentientAGI officeqa on messy treasury docs, exact match scoring, humans take 50 min per q, not weekend vibes.

@SentientAGI which core assumptions from the arena got properly stress tested in ways a rushed weekend build wouldve never caught

What does it look like when a hackathon feels like a real research experiment? With Cohort 0 in the rear-view, let’s take a look back with Varshini — one of our builders who helped shape the Arena. Watch the full interview ↓

@SentientAGI @openagisummit open means we all own it. that's the whole point

The future of AGI is being built in the open. Step on stage with @openagisummit ↓

@github Hacking one agent is a start but the real problem is when agents coordinate and nobody can verify what they're doing. Sentient has been working on this with verifiable compute and open multi agent protocols, worth looking into

These days you can access AI agents that execute commands, browse the web, and coordinate with other agents. But you should always make sure they're safe to use! 👀 Season 4 of GitHub's Secure Code Game lets you test your knowledge by hacking one yourself. Get started in minutes right from your browser with GitHub Codespaces (for free!). 👇 github.blog/security/hack-…

Everyone on CT is talking about AI agents trading crypto. Almost none of them execute with real money. I found the one that does. 🧵