After going through Agent / RAG tutorials, the most frustrating step is usually not understanding the concepts, but lacking code you can directly modify as a reference.
This is not another list of “paper/tool links,” but a collection of runnable projects organized by scenario: Starter, Voice, MCP, Memory, RAG, plus more complete workflow and fine-tuning examples.
The repository now has roughly 130+ projects. The easiest way to use it:
Want to get a minimal Agent running first → check Starter
Need to connect tools and external systems → check MCP
Want to build document Q&A → go straight to RAG

#FLOKI
Friends, ethereum:0xcf0c122c6b73ff809c693db761e7baebe62b6a2e appears poised to challenge the downtrend that has been in place for over a year.
There is currently a horizontal resistance at $0.00002655 ahead; this resistance is very close to the downtrend, so if no negative news hits the market, it could break through both obstacles in a single candle.
If the potential downtrend is broken, bullish momentum will accelerate, and the upper levels I marked on the chart will be the sequential targets.
Keep it under close watch.

This AMC x Robinhood situation is actually pretty funny
Robinhood tokenized AMC shares.
AMC didn’t authorize them.
AMC CEO Adam Aron basically said these aren’t our shares and called the whole thing “outrageous.”
Vlad’s response was:
“What’s the concern?”
But there’s actually a pretty interesting market structure question underneath all of this.
If I put $100 into tokenized AMC on Robinhood, what do I own?
…
α/ Where Your $100 Actually Goes
Robinhood says its public Stock Tokens are backed 1:1 by the underlying stocks.
So somewhere underneath your AMC token should be an actual AMC share held w

$ETH It has been making spikes for weeks but still hasn't been able to break through the resistance area. It would be healthier for it to come down to the lower boxes, gather strength, and rise.
Continue accumulating from the gray boxes and selling at resistance levels 👍
#btc #eth #ethereum

$BTC OPEN INTEREST NUKED
HEALTHY

Don’t underestimate the value of this round of alpha memes.

Nonfarm payrolls far exceeded expectations, with the market pricing in a more than 60% probability of a 25-basis-point Fed rate hike in September.
The “good news” from the nonfarm payrolls data is once again bad news for the stock and crypto markets.

🚨 BREAKING: $835B wiped from gold, silver & crypto in just 25 minutes after US jobs data came in far stronger than expected.
🔥 Strong labour data is reducing rate-cut bets and raising fears the Fed could keep rates higher for longer.

Enjoy profit on $WLD Worldcoin short.
Now pump the solana:pumpCmXqMfrsAkQ5r49WcJnRayYRqmXz6ae8H7H9Dfn

RayNeo GT Max is on sale today: a private cinema up to 307 inches on your face for $399.
59° FOV MicroOLED, Bang & Olufsen quad speakers, and Dolby Vision when you pair Pocket TV Pro. Three IPD frame sizes so the screen stays locked while you move.
Would you ditch the TV for glasses?

The short position I set before bed a few days ago had already made me too embarrassed to post a screenshot by the time I woke up. 😏 $ICP was surging pretty aggressively at the time, but the volume simply failed to keep up, with volume continuously shrinking at the highs—isn't this a classic sign of a weak rebound? I directly placed a short order at 2.963 as planned. When I checked the market after lunch, the price had already drifted down to 2.573, with +635.49% in floating profit. The brothers on board must have woken up laughing. It really dragged beforehand, but the result is truly sweet.

Russian journalist Yangchevitsky recorded the scene that took place at the Tianjin railway station on the night of June 2, 1900, in his book *An Eyewitness Account of the Eight-Nation Alliance*:
“After every volley, we heard piercing cries. We saw the Red Lanterns fall, scatter, and go out. But the militia members continued to wave broadswords and spears, shouting ‘Yihetuan! Red Lanterns!’ as they advanced toward the station.
Among them was a master, a tall old man with a gloomy expression. He led a group of militia members straight toward our company. At the front, a child held a large banner

Guys, bitcoin:native has touched 81,100 again.
The key isn’t the price level—it’s that it has climbed back above the 50-week moving average.
I’ve said before that this line is the dividing line between bulls and bears. If it can hold above it at the weekly close, buyers will have fully regained the initiative, and trend positions can be held. If it falls back below, don’t be stubborn—there’s still room to drop.
I placed a few small long positions a couple of days ago, betting that this week’s candle would close firmly.
Seriously, at a level like this, don’t listen to anyone calling trades—just

Your salary pays your bills.
But your salary should also pay you.
Every month, take a portion of your income and pay yourself first.
For example:
You earn ₦500,000.
You save 10% = ₦50,000.
Do this consistently.
Then use your savings to buy an asset.
Maybe you bought land for ₦100,000.
Two years later, it’s worth ₦250,000.
Or you bought chairs, a canopy, or a wheelbarrow and people pay you to rent them.
Now something has changed.
Your income is no longer only paying bills.
Your income is buying things that can pay you back.
That is how ownership creates freedom.
Bills consume your money.
Assets

Besides getting good insights?
There is whale accumulation $PENGU
And boom $PENGU +78%
Remember, don't hold the wrong coins hehe
Note: early alpha is in the sub 👌🏻

Rode the NFP-driven move with the group, and the short bitcoin:native positions I posted in the TG group this afternoon basically all paid off. I saw many people rushing into long positions, but luckily I stayed rational and didn’t blindly go long. The 79K target is getting close, so I’m preparing to take profits gradually. After all, you take what you can get.
There are quite a lot of limit buy orders at 79K, and it instantly reclaimed 80K. I’ll keep watching after the U.S. stock market opens tonight to decide whether to exit or stay in.

Dahuang wins four straight intraday, shorted at 4482, exited at 4469, pocketed 1257🔪#黄金

Emergency! $BTC Is 81K a “guillotine” or a “golden pit”? Major players are making moves on the eve of the Nonfarm Payrolls report, and Mig says: run decisively if this level breaks!
You think a breakout is coming? Major players are quietly selling at 81K! Tonight’s Nonfarm Payrolls report: either get rich or get liquidated!
The Nonfarm Payrolls data will be released at 20:30 tonight—the market is about to change!
QCP Capital warns: BTC was hammered twice this week at the 81K supply zone, and even large ETF inflows failed to push the price higher, indicating extremely heavy spot selling pressu