TheCodeEyeAI

I eye AI | Making the most of what AI has to offer | Always looking for the next big thing | Follow to keep an 👁️ on the latest Tools, Tutorials & Prompts.

[TheCodeEyeAI @TheCodeEyeAI]

https://t.co/KihUBlHeIp

[TheCodeEyeAI @TheCodeEyeAI]

Anthropic: "modest but tangible improvement"

41 days since last Opus.
Same price. 88.6% SWE-bench.
3× cheaper fast mode.
Honest about what it doesn't know.

The pace isn't slowing.
It's compounding.

Where do you think the ceiling is?

[Shruti @heyshrutimishra]

Claude Opus 4.8 is really bad at handling money.

I tested this today with 6 live naked option shorts sitting in my Quantplay account. It calculate the Greeks, and understand your risk perfectly.

And then refused to close a single one.

I ran the exact same setup in Hermes. It did a dry run first, showed me every BUY order it was about to place, asked for confirmation, and then closed all 6 positions cleanly.

Same account. Same positions. Same instructions. Completely different outcome.

When you're building with AI agents, the question you should be asking is not which model scores highest. It's which one will actually take action when connected to something real.

A lot of these models are incredibly good at analysis and incredibly hesitant to do anything with it. That's not a useful agent, that's just a smart chatbot with extra steps.

Screenshots below. 👇

[TheCodeEyeAI @TheCodeEyeAI]

Just built the landing page for droplink
Be honest — what's your first impression?

What works? What doesn't?

Drop your review 👇

[TheCodeEyeAI @TheCodeEyeAI]

Just built the landing page for droplink
Be honest — what's your first impression?

What works? What doesn't?

Drop your review 👇

[TheCodeEyeAI @TheCodeEyeAI]

@jo55964 link

[J. Joshi @jo55964]

test 2

[TheCodeEyeAI @TheCodeEyeAI]

@jo55964 link

[TheCodeEyeAI @TheCodeEyeAI]

#meme of the day 😂

[TheCodeEyeAI @TheCodeEyeAI]

🚀 Building something big!

Not just a URL shortener — a one-stop solution for:
→ URL shortening
→ Link tracking & analytics
→ Click heatmaps
...and much more!

Need a killer .store domain name for this.

Drop your best ideas below 👇

#URLShortener #LinkTracking #StartupIdeas

[TheCodeEyeAI @TheCodeEyeAI]

Fast mode at $10/$50 per million tokens — 3× cheaper than 4.7's fast mode ($30/$150). That's the number that changes deployment decisions.

[TheCodeEyeAI @TheCodeEyeAI]

Anthropic: "modest but tangible improvement"

41 days since last Opus.
Same price. 88.6% SWE-bench.
3× cheaper fast mode.
Honest about what it doesn't know.

The pace isn't slowing.
It's compounding.

Where do you think the ceiling is?

[TheCodeEyeAI @TheCodeEyeAI]

@AriaCoCreates done

[Aria Voss @AriaCoCreates]

🚀 Day 1 of building my first SaaS!

The idea: A URL shortener — but way more than that.

Here's what I'm building:
🔗 Smart URL shortening
📊 Click tracking & analytics
🎨 Custom QR code generation

Building in public. Sharing every win, every bug, every lesson.

Let's go. 🧵👇

[TheCodeEyeAI @TheCodeEyeAI]

🏆 Day 2 of System Design — Leaderboard System

Following @Striver_79's System Design Sheet and today hit the
Leaderboard problem.

Seems simple right? Just sort users by score.

But at 50 Million DAU — nothing is simple.

Here's what I learned today:

[TheCodeEyeAI @TheCodeEyeAI]

Guess the design pattern used ??

Options:
1. 𝗦𝘁𝗿𝗮𝘁𝗲𝗴𝘆
2. 𝗠𝗼𝗺𝗲𝗻𝘁𝗼
3. 𝗦𝘁𝗮𝘁𝗲
4. 𝗢𝗯𝘀𝗲𝗿𝘃𝗲𝗿
#systemdesign #lld

[TheCodeEyeAI @TheCodeEyeAI]

#meme of the day 😂

[TheCodeEyeAI @TheCodeEyeAI]

PS: @posteyai helped me write this. 💙
Worth checking out → https://t.co/S86JEM9oeF

[TheCodeEyeAI @TheCodeEyeAI]

𝟭,𝟯𝟭𝟳 𝗰𝗼𝗻𝘁𝗿𝗶𝗯𝘂𝘁𝗶𝗼𝗻𝘀 𝗶𝗻 𝟮𝟬𝟮𝟲 — and the year isn't even half over.
Consistency beats intensity, every time. Green squares don't lie.

What does your streak look like? 👇

#Coding #GitHub #BuildInPublic #SoftwareEngineering

[TheCodeEyeAI @TheCodeEyeAI]

@striver_79 #SystemDesign #SoftwareEngineering #BackendDevelopment #Redis #100DaysOfCode #DSA #Tech

[TheCodeEyeAI @TheCodeEyeAI]

🏆 Day 2 of System Design — Leaderboard System

Following @Striver_79's System Design Sheet and today hit the
Leaderboard problem.

Seems simple right? Just sort users by score.

But at 50 Million DAU — nothing is simple.

Here's what I learned today:

[TheCodeEyeAI @TheCodeEyeAI]

@striver_79 Started with a basic 2-box diagram. Ended with write path, read path, realtime notifications, WebSocket server, message queues and cron workers.
That's the difference between knowing system design and actually understanding it.
Day 3 coming tomorrow 🚀