ShEeShDaBoy

The lord of crypto... sleep is for the weak

🦅☝️

[ShEeShDaBoy @Sheeshdaboy]

Turned 3.7 sol into 138 on $Kind

Time to turn 3.7 sol into 1000sol on $🦅☝️

Still fading my calls? SHEEESH

[Jason Mainella @jason_mainella]

RAG got less janky in the only way that matters: fewer science projects. Gemini File Search now handles images, metadata filters, and page citations natively. Boring plumbing, which is exactly what makes enterprise AI survive contact with users.

https://t.co/aVcALlpwF3

[Google Gemma @googlegemma]

Gemma 4 just got even faster!

We're releasing Multi-Token Prediction (MTP) drafters that deliver up to a 3x speedup, without any degradation in output quality or reasoning logic.

[Jason Mainella @jason_mainella]

Yesterday I got to test my @EvenRealities glasses in a meeting. It took notes of what everyone was saying

Game changer

It then used its ai capabilities to give me a full report on my iPhone

Welcome to the matrix.

I’m impressed!

Next step is to get codex working in terminal

[Jason Mainella @jason_mainella]

Anyone else been testing Grok Imagine yet?

This thing feels way ahead

Images are sharper, way more consistent, and it actually understands prompts instead of guessing

You can push styles, scenes, even sequences and it holds up

Feels like video gen just quietly leveled up again

[Jason Mainella @jason_mainella]

Time to enter the matrix wit my Even G2 glasses

[Jason Mainella @jason_mainella]

4 people racing to AGI.

Only one gets there first.

🤖 Grok - Elon Musk
🧠 GPT - Sam Altman
🧬 Claude - Dario Amodei
✨ Gemini - Sundar Pichai

Who wins?

[Jason Mainella @jason_mainella]

Peter Steinberger just explained the AI agent gap perfectly

In China, installing OpenClaw is called “raising lobsters”

People are literally lining up to get it installed
Businesses are getting subsidies to use it
Teams are tracking one automated task per employee per day

Meanwhile over here…

You might get fired for installing it on your work machine

That’s the difference

Some places are treating agents like the next industrial revolution

Others are treating them like a security risk

Fired for using it
Fired for not using it

That’s where we are now

[Jason Mainella @jason_mainella]

The mistake people make with AI agents is thinking they need one “super agent.”

You don’t.

You need a small team of dumb agents with clear jobs.

[Jason Mainella @jason_mainella]

The biggest mistake the West is making with AI agents:

We ask, “Is this safe for employees to use?”
China asks, “How many tasks did each employee automate today?”

Completely different game.

[Jason Mainella @jason_mainella]

Out of everything Codex does well

the most underrated part is how it tests code

it doesn’t just write it… it writes the tests too

spins up scripts, runs them, even tests in a browser with computer use

first time I’ve actually been confident AI code will just work

[Jason Mainella @jason_mainella]

Most people say "build an AI agent."

Very few know what that actually means.

Here’s the real blueprint to go from idea → working agent 👇

1. Define the job
What problem are you solving?
Who’s the user? What does success look like?

2. Design the brain
Clear system prompt, role, instructions, guardrails
(This is where most agents fail)

3. Pick the right model
Speed vs cost vs intelligence
Don’t overpay for simple tasks

4. Add tools
APIs, databases, MCP servers, custom functions
Agents become powerful when they can act, not just answer

5. Give it memory
Short-term + long-term context
So it learns, adapts, and improves over time

6. Orchestrate everything
Workflows, triggers, retries, agent-to-agent communication

7. Build the interface
Chat, app, API, Slack bot
Make it usable, not just functional

8. Test + improve
Evals, latency checks, real-world feedback
Iteration is the real moat

💡 Truth:
An “AI agent” isn’t one prompt.

It’s a system.

And the people who understand systems…
are the ones building unfair advantages right now.

📌 Save this (you’ll need it when you build)
🔁 Repost for builders

[Jason Mainella @jason_mainella]

Andrej Karpathy just dropped something people are gonna sleep on

He could’ve charged $500 for this

Instead he put it on YouTube

It’s not theory
It’s not benchmarks

It’s how he actually uses LLMs every day

Thinking models, deep research, file uploads, Python, artifacts… real workflows

This is the guy who built Tesla Autopilot and co-founded OpenAI

2 hours of pure signal

The gap isn’t the 2 hours it takes to watch it

It’s everything those 2 hours change about how you work after

[Jason Mainella @jason_mainella]

You don’t understand what just happened

Telegram just dropped Lobster Father 🤯

Anyone can spin up AI agents directly inside a chat now

No setup
No friction

The world of agents is literally in everyone’s pocket now

This is gonna spread fast

[Jason Mainella @jason_mainella]

I already manage work like a queue, not a chat window.

That is why parallel agent tabs make sense immediately.

The upgrade is not more AI.
It is one human supervising several bounded workers at once.

That is an ops console, not a chatbot.

https://t.co/Dm99FgeUVF

[Jason Mainella @jason_mainella]

This is one of the most important weeks of your life

Opus 4.7 and ChatGPT 5.5 are likely dropping any day now

These aren’t small updates
These are landscape shifts

When moments like this happen, you need to be on them instantly

Clear your schedule
Move things around
Do whatever you need to do to get access Day 1

Because right after these drops, there’s always a window

Where it’s never been easier to build
And barely anyone is doing it yet

That’s where the opportunity is

If you move fast in that window, you can build something that actually changes your life

[Jason Mainella @jason_mainella]

The new Claude Code desktop app is actually insane

You NEED to be testing this

Fully customizable UI, multitasking, project-based sessions, routines, Cowork + chat all built in

First things I’d set up:

• Start a session for each project so everything shows in the sidebar
• Customize the right panel (I keep tasks + plan open to watch it work)
• Set a nightly routine to review commits and catch bugs
• Pin your key sessions

Been using it for a few hours and productivity is way up

ou have to test new tools as soon as they drop

That’s where the edge is

[Jason Mainella @jason_mainella]

Opus 4.7 is out

And it’s a real upgrade

Way stronger on complex coding
Handles long tasks better and actually checks its own work

Vision got a big boost too
Better with screenshots, diagrams, detailed visuals

Output quality is cleaner across the board
UI, slides, docs… everything looks more polished

Same pricing as Opus 4.6

And it’s everywhere already
API, Claude apps, Bedrock, Vertex, Foundry

This is one of those quiet drops that’s actually a big deal

[Jason Mainella @jason_mainella]

Potentially the biggest AI day of the year

3 drops you should be testing immediately

🔶 Claude Opus 4.7
More agentic
Front load it with tasks and let it run for hours
Auto mode = way faster, no constant permission loops
Set notifications and just check back in

🔶 Codex update
OpenAI finally pushing into Cowork territory
Now has full computer use (yes, it can literally click around for you)
Way tighter integrations — generate assets, move files, build all in one flow

🔶 Perplexity Personal Computer
Their answer to OpenClaw
Agent that controls your Mac
Full audit logs, approvals for sensitive actions, kill switch built in

This is a real shift

If you want an edge, you need to be on these Day 1

This is where the gap starts to form

[Jason Mainella @jason_mainella]

Google shipping an Android CLI for agents is the important part.

Not the benchmark.
Not the demo.

Platform owners are starting to route around the IDE and hand the keys to external agents.

That is a workflow shift, not a feature launch.

https://t.co/QGsmkeQ5tB

[Jason Mainella @jason_mainella]

Another flagship model is out.

Nice.
That is not the interesting part.

The interesting part is which seat gets normalized across the team, then wired into the workflow, budget, and habits.

That is where these launches actually win.

https://t.co/dfIIp7DHDo