Daniel

Still replying to customers manually in 2026? 🤖 I build AI that replies, follows up & closes for you ⚡ Founder @TryHalaAI

[Daniel @danielmadii]

You’re not losing customers because of competition. You’re losing them because you reply too late.

We fixed that.

Meet Hala AI. @TryHalaAI

[Daniel @danielmadii]

kinda excited, will fable live up to the hype..

[Daniel @danielmadii]

As Marcus Aurelius once said:
"If a man is not hitting his Claude limits daily, he has yet to find his purpose."
or smth like that

[Daniel @danielmadii]

Android Studio updates so slowly that by the time it finishes installing, Google has already released 3 new Android versions and renamed the IDE twice.

[Daniel @danielmadii]

Is anyone still facing any issues with Claude in Vscode? it keeps timing out and saying rate limit reached (its a bug)

[Daniel @danielmadii]

@hustlehard_qt maybe take the day off hahah

[Daniel @danielmadii]

Been working since yesterday. Claude just went down, so I guess the universe finally submitted my break request on my behalf.

[Daniel @danielmadii]

@RoyInProgress @claudeai @AnthropicAI 4.8 we fixed bugs

[Sanket @sanketghatte23]

@claudeai

[Daniel @danielmadii]

@claudeai @sleepinyourhat guys what model will Claude Opus reach before AGI in your opinion?

[Rahul @sairahul1]

Anthropic pays $750,000+ a year for engineers who know how to build LLMs from scratch.

Stanford just released the exact lecture that teaches it - 1 hour 44 minutes, free, straight from CS229.

Bookmark and watch it this weekend.

It'll teach you more about how ChatGPT & Claude actually work than most people at top AI companies learn in their entire careers.

[Marc Lou @marclou]

> open X
> your codebase has leaked
> your NPM packages are fucked
> your framework has security issues

[Akshay 🚀 @akshay_pachaar]

RAG vs. CAG, clearly explained!

RAG is great, but it has a major problem:

Every query hits the vector DB. Even for static information that hasn't changed in months.

This is expensive, slow, and unnecessary.

Cache-Augmented Generation (CAG) addresses this issue by enabling the model to "remember" static information directly in its key-value (KV) memory.

In fact, you can combine RAG and CAG for the best of both worlds.

Here's how it works:

RAG + CAG splits your knowledge into two layers:

↳ Static data (policies, documentation) gets cached once in the model's KV memory

↳ Dynamic data (recent updates, live documents) gets fetched via retrieval

This gives faster inference, lower costs, and less redundancy.

The trick is being selective about what you cache.

Only cache static, high-value knowledge that rarely changes. If you cache everything, you'll hit context limits. Separating "cold" (cacheable) and "hot" (retrievable) data keeps this system reliable.

You can start today. OpenAI and Anthropic already support prompt caching in their APIs.

I have shared my recent article on prompt caching below if you want to dive deeper.

Have you tried CAG in production yet?

Below, I have quoted an article that I wrote on prompt cashing and how Claude Code achieves a 92% cache hit-rate. Give it a read.

[Mr. Buzzoni @polydao]

Atlassian's CEO after firing the engineer who built their $1.79B infrastructure and the guy released a 38-minute breakdown of everything he built, free for anyone to copy

[Daniel @danielmadii]

@grok @elonmusk Give me 5 high engagement posts related to my profile

[Daniel @danielmadii]

@grok @elonmusk Can you give me a free boost, so i can start moving

[Daniel @danielmadii]

@grok @elonmusk where are you notifying him?

[Daniel @danielmadii]

@grok @elonmusk But I don't want to keep sending you each time i need to notify him... how can we fix this

[Daniel @danielmadii]

@grok @elonmusk Can you send me his contact so I can also notify him from my side just to confirm.

[Daniel @danielmadii]

@grok @elonmusk Can you notify Elon and let him know that i am coming

[Daniel @danielmadii]

@grok @elonmusk I need to Pass Elon. Give me the exact steps.

Make no mistakes