Chrisval Michaels

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[Chrisval Michaels @chrisval_xvm]

2026 AI reality check: Models are getting so good at reasoning that the new bottleneck isn’t intelligence it’s taste.
The winners won’t be the ones with the biggest models. They’ll be the ones who know what’s actually worth building. Taste engineering is the new meta. 🚀

[Chrisval Michaels @chrisval_xvm]

This really cut me so deep
I never knew this life was a mask party, I attended with my real face

[Chrisval Michaels @chrisval_xvm]

@marryevan999 Polymarket

[0xMarioNawfal @RoundtableSpace]

THE GUY WHO BUILT CLAUDE CODE JUST SHOWED HOW HE ACTUALLY USES IT.

[Atal @ZabihullahAtal]

🚨 BREAKING: A new role is quietly emerging and it’s about to dominate the next 5 years.

It’s not “AI engineer.”
It’s not “prompt engineer.”

It’s the Agent Operator.

And it will sit inside almost every organization.

Most people are still thinking about AI as a tool.

That framing is already outdated.

What’s actually happening is a shift from:
humans using software to humans managing autonomous agents that execute work

This is a fundamental redesign of how work gets done.

So what is an Agent Operator?

An Agent Operator is the person who:
• Designs how agents interact with real workflows
• Connects tools, data, and systems into agent pipelines
• Translates business problems into executable agent behavior
• Monitors, corrects, and improves agent performance over time

They don’t just “use AI.”

They orchestrate outcomes.

and this matter because
Every function marketing, legal, finance, biotech is becoming “agent-compatible.”

Not because companies want it.
Because they won’t have a choice.

Agents can:
• Run research loops
• Execute multi-step workflows
• Integrate across tools without APIs breaking the flow
• Operate 24/7 at near-zero marginal cost

The bottleneck is no longer capability.
It’s implementation inside real-world systems.

Required skills for AI Agent Operator role:
→ MCPs (Model Context Protocols)
Understanding how agents access tools, memory, and structured context.

→ CLIs (Command Line Interfaces)
Because serious agent workflows won’t live in GUIs—they’ll run in programmable environments.

→ Writing skills (the file kind)
Clear specs, instructions, and structured documents.
Agents run on precision, not vibes.

→ agents dot md fluency
The ability to define agent roles, constraints, memory, and tool usage in persistent formats.

→ Business acumen
Knowing what actually matters:
Where automation creates leverage, not noise.

What happens next
Enterprises will begin to redesign workflows:

Not around employees using dashboards…
But around agents executing tasks.

That means:
• SOPs → Agent playbooks
• Teams → Human + agent hybrids
• Tools → Composable agent systems

When that shift happens, companies won’t just need engineers.
They’ll need operators who understand both the system and the business.

The leverage is asymmetric

One strong Agent Operator can:

• Replace fragmented SaaS workflows
• Multiply team output without adding headcount
• Turn ideas into execution systems in days

This is not incremental productivity.

It’s operational transformation.

[Chrisval Michaels @chrisval_xvm]

@orangie What's your checklist when looking for a good memcoin and tools you use

[Chrisval Michaels @chrisval_xvm]

@web3righteous Involve me

[Chrisval Michaels @chrisval_xvm]

@TomisinWhyte @GROK WHAT Happened

[Chrisval Michaels @chrisval_xvm]

@the_smart_ape @the_smart_ape how can i get the code to this flashloan and how can i get the link to your telegram channel

[Chrisval Michaels @chrisval_xvm]

Flashloans

[Princess @defiprincess]

c0ffeebabe.eth made $5.3M with just $32

How ?

With free money & a whole lot of brain work

Here’s her story 🧵:

[The Smart Ape 🔥 @the_smart_ape]

🔥🚀 ULTIMATE ARBITRAGE GUIDE! 💰💎

Crypto arbitrage is the fast lane to making huge profits! 💸

I spent months working on arbitrage and coding smart contracts. 📘

Here are 4 arbitrage strategies (simple and complex) you can use to make earnings. 💰

🧵

[Princess @defiprincess]

Now here’s your solution if you have no funds to trade

The catch? You fund 20% of the account

I think I’m going to try this out and get back to you guys

[Princess @defiprincess]

What exactly is a DeFi business?

And how can you scale your normal skills to a DeFi business?

I’ve been getting a lot of questions like this for the past few weeks

But before I share how…

Here’s 11 DeFi business commandments you should keep (that’ll make you money in your sleep):

1. Your skills are precious enough to be a monthly charge.
2. You don’t need the clients. They need you more.
3. Charge highly. Deliver better.
4. Any skill can be monetized - so far it has generated profits for you.
5. If you’re looking for your first client, you already found one. Me and you.
6. Testimonials help you sell better & faster - get yourself results first.
7. Don’t ever sell your services — anybody can sell services, but not everybody can sell profits
8. Always share your testimonials.
9. Brag humbly - it brings more clients & increases your authority in that niche
10. Partner with other agencies to increase leverage.
11. Read number 5 again.

Now that you know these….

Here’s what a DeFi business means & how to scale one:

DeFi business = your knowledge of DeFi + your skill + how to generate more profit

It’s like a job but you’re working for yourself on your own terms to get profits for XYZ DeFi project or companies.

It’s like an agency except you’re not only selling services but you’re selling profitability & long-term partnerships with you.

In my newsletter today, I’ll show you how I set deals like these up

So…

How can you scale from normal skills to DeFi business

1. Take your normal skill — copywriting, 3D design, graphic design, social media marketing and generate 1 powerful result for yourself

2. Identify a target audience — Male/ Female, Individual/business, how much they make, where they spend their time, how many businesses they have, what weight they’re carrying.

3. Take their deepest pain/ problem/ fear and list it out. 30 pain points is the sweet spot

4. List their dreams/ desires & goals

5. Make your offer: {target audience} Pain + Your unique solution + {target audience} dream = Offer

6. Don’t just make your offer. Tweet your offer. Tweak it to their tastes. Let it look like you’re reading what exactly is in their journal/diary of thoughts.

7. Charge a monthly retainer — $5k/mo (don’t sleep till you get one— the key is never taking a lower price & doing this on the phone)

Do this everyday for 30 days and watch your life change

[Techriz💯📈 @Techriztm]

You will make your first $1,000 easily after watching these videos‼️

In This Video threads, I explained 3 major things most talked about on all my threads

⇨liquidity & Inducement
⇨Expansions
⇨Trend Change Patterns

Like & Repost for others💯

[Techriz💯📈 @Techriztm]

I went through the comments under this Video thread
And alot of persons were asking POI related questions‼️

This is your problem and I resonate with you, this is how I planned to solve it even tho I know it'll cost me⤵️

Over at @X100Learnground
I'll be making a comprehensive videos on AOVs (Area of value or POIs as you know it)

⇨Orderblocks
⇨Breaker blocks (Expansion Models)
⇨Reclaimed block & QM levels
⇨Mitigation block
⇨OTE Zones etc

This is premium stuff and not only will it cost me it will be alot of work to completely script, edit & compress and it'll come in 7 videos so If you'd appreciate this, I Need you to⤵️

▫️Like & Repost this post
▫️Follow @X100Learnground, let's get to 10k followers before the end of today

Video drops tonight or tomorrow

[Chrisval Michaels @chrisval_xvm]

They provide convenience by offering various services within the chat platform, but their impact might be viewed as incremental rather than revolutionary.
Some may consider them as part of the ongoing evolution of messaging platforms.

[Chrisval Michaels @chrisval_xvm]

Telegram bots share similarities with previous tech trends like chatbots and app integrations.

[Xeusthegreat (♟,♟) @SamuelXeus]

𝐆𝐢𝐯𝐞𝐚𝐰𝐚𝐲 𝐓𝐢𝐦𝐞🔊
Sponsored by @Landtorn

I want to introduce an every Monday question and answer segment known as DEFI UNHINDERED to you

Criteria to participate

��� Quote this post with your answer

Take note: No right or wrong answers, only beautiful perspectives.

[PSYCHEDELIA @PsychedeliaAcad]

The Easiest Entry Model so far !!

[Techriz💯📈 @Techriztm]

New Thread 👊❤️🔥

[Techriz💯📈 @Techriztm]

⇨Privacy is priceless, don't overshare
⇨Minding your business brings self Peace
⇨Be Mindful of who you take Advices from

GN👊❤️