Niels

[Niels @cosmicbboy]

@Proton_Pass hahah. Probably a MAX Plan user

[Niels @cosmicbboy]

Open AI doing what Open AI does!

Amazing work.

@sama

[Niels @cosmicbboy]

soon.
@solana

[Solana @solana]

TradFi and AI agents just found common ground. It's Solana.

A white-glove trading program for institutions went live. Agents started managing DAOs, funding their own keys, and deploying tokens via X.

Here’s what happened over the week:

📰 Headline News

- @SolanaFndn unveiled an institutional-grade Trading Program offering white-glove onboarding

- @Arcium Mainnet Alpha went live

- @solana and @colosseum launched Agent Hackathon with $100K in prizes

📰 Launches

- @solanamobile announced its second hackathon with over $125K prize pool

- House of Sol members club opened in London for Solana builders and institutions

- @FlashTrade added inverse Forex pairs with up to 500x leverage

- @dflow released DFlow Proof for onchain identity verification

- @OnePieceLabs announced Solana Bootcamp - APAC

- @derp_trade unlocked up to 5x leverage for @Kalshi markets

- @GustoHQ tapped Solana for global, same-day contractor payments in USDC

- @epochdotm introduced private prediction markets powered by @Arcium

- @bankrbot empowered AI agents to deploy tokens via @Raydium using X tags

- @BagsApp shipped Agentic Authentication, allowing AI agents with autonomous wallet actions

- @realmsdaos became agent ready, allowing AI agents to manage DAOs

- @t54ai debuted Claw Credit for AI agents to earn and spend their own credit lines

- @craftsdev implemented a sealed-bid auction mechanism for fair price discovery

- @opendelta_ rolled out NX8, a crypto-native L1 index built with @nansen_ai

- @neukoai closed its pre-seed round, backed by @solanaventures

- @solana_devs upgraded the official documentation to be LLM-ready

- @VeryAI released ClawKey, a tool to link AI agents to verified owners onchain

- @moltmatch shipped a dating platform for AI agents

- @heliuslabs enabled AI agents to generate and fund their own API keys via CLI

- @predictandpump released Solana Skills for @openclaw agents to launch/trade prediction markets

- @sns and @SuperteamMY join to host SNS month in April at @ns

- @lotrydotfun announced its migration to Solana

- @mtndao set its inaugural Demo Day for February 25

- @Tessera_PE revealed its tokenized private equity platform, arriving later this month

- @PreStocks integrated Polymarket offering 1:1 synthetic equity exposure

- @turbine_cash Private DCA went live

- @Pumpfun acquired @TradeonVyper trading terminal

- @surfcashx launched on the App Store

- @Tramplin_io launched a non-custodial pooled staking with randomized rewards

- @SolanaConf Accelerate Hong Kong and Consumer Day are set for next week

📰 Milestones

- @humafinance scaled past $10B PayFi transactions

- @SuperteamEarn total user earnings hit $10M

- @x402 weekly transaction volume was 80% driven by Solana

- @RaiseNetwork_ surpassed $11M in monthly onchain volume

- @Sunrise_DeFi’s INX launch processed $2.8M in volume within its first 24 hours

If you enjoyed this week’s newsletter, please share it with an RT.

This week's cover art by @siriuscrocodile 🤝

[Niels @cosmicbboy]

@s_tworkowski x needs a massive update !! grok keeps going down

[Union AI @union_ai]

AI Development Infra is changing how teams build AI, ML, and agentic systems.

[Niels @cosmicbboy]

Imagine on chain data provenance for AI pipelines.
Flyte already tracks lineage crypto infra could make it verifiable and public.

The fusion of AI + blockchain is closer than people think.

[Niels @cosmicbboy]

Every org will become an AI org.
The winners will be those who can orchestrate:
compute across clouds

data across teams

models across lifecycles.

[Niels @cosmicbboy]

Union + Flyte + Pandera = the holy trinity of reproducible AI:

Pandera validates inputs

Flyte orchestrates workflows

Union manages scale
Clean → Connected → Controlled.

[Niels @cosmicbboy]

Bad data silently ruins ML systems.
Pandera lets you declare data contracts:

Instant checks → instant confidence.

[Niels @cosmicbboy]

Before training any model, validate your data.
That’s where Pandera comes in.

A lightweight, Pythonic schema validation tool for pandas and Polars.

Think Pydantic but for DataFrames.

[Niels @cosmicbboy]

Union extends Flyte with a beautiful console, audit logs, SSO, and enterprise features.
Infra reliability without DevOps overhead.
Focus on ML, not YAML.

[Union AI @union_ai]

Scale AI with sustainability in mind.

Union + Crusoe = powerful orchestration + clean compute.

10x scale, lower cost, less complexity.

Built on Flyte
Powered by Crusoe Cloud

https://t.co/IqPhALDx2P
#crusoe #SustainableAI #Flyte #CrusoeCloud #CloudComputing

[Niels @cosmicbboy]

Flyte tasks are pure functions.

You define them once, and Flyte handles:

Dependency caching

Data persistence

Type safety

That’s how you move from notebooks → production pipelines seamlessly.

[Niels @cosmicbboy]

Flyte Deep Dive!

Flyte = reproducibility + scalability + governance for data/ML workflows.
It’s not just a scheduler. It’s a platform for deterministic computation.
Every workflow → a versioned graph you can replay forever.

[Niels @cosmicbboy]

Traditional ML workflows break under real production load.

Union solves this by:

Versioning every run

Scaling tasks horizontally

Tracking lineage automatically

Deploying securely across clouds

AI infra that just works.

[Niels @cosmicbboy]

https://t.co/ms4qEmjotY provides a unified infrastructure management layer to power and orchestrate your AI workloads.
Think of it as Kubernetes for data and ML pipelines.
It’s built on Flyte — open-source, battle-tested, and Python-native.

[Niels @cosmicbboy]

I’m Niels — ML engineer focused on the bridge between data orchestration and real-world automation.
https://t.co/ms4qEmjotY builds the layer that makes large-scale AI infra actually work.
Let’s talk about how we got here