Tech🧑‍💻&Toned🏋️

Building

[Tech🧑‍💻&Toned🏋️ @techandtoned]

🌟 **Hitting 5 Million Impressions in 3 Months!** 📈

Ever wondered what it takes to get your posts seen by 5 million eyes in just 90 days? Here's the breakdown:

🔍 **Average Impressions Per Day:** We're looking at a daily goal of about 55,556 impressions! That's right, every single day for 3 months.

❤️ **Likes**:
- Low end (1% engagement) - You'd want around 556 likes daily.
- High end (5% engagement) - That's up to 2,778 likes per day!

🔄 **Retweets**:
- On the conservative side (0.1%) - Aim for 56 retweets.
- If you're on fire (1%) - Shoot for 556 retweets daily!

👀 **Profile Visits**:
- Expect between 56 to 556 visits to your profile daily, based on engagement.

💬 **Replies**:
- Looking at 28 to 278 replies each day, depending on how interactive your content is.

➕ **New Followers**:
- Gaining from 6 to 56 new followers each day could be part of the game.

Remember, these numbers are just the bare minimum to hit that 5M mark. Content is king, engagement is queen. Here are my tips:

- Post regularly and at peak times.
- Use hashtags, but wisely.
- Engage with your audience; replies, retweets, and likes back!
- Create content that sparks conversation or starts a trend.

Let's get those numbers climbing! 🚀 What's your strategy for boosting engagement? Share your thoughts below! #SocialMediaStrategy #ContentCreator #XSuccess

[Tech🧑‍💻&Toned🏋️ @techandtoned]

@motion_so It's open, please send

[Vaibhav Sisinty @VaibhavSisinty]

Someone on the internet just built a full flight simulator using Claude Code. Real terrain. Real locations. You can fly to any point on Earth. 🤯

Use it on Web: https://t.co/5MRTFD5jMq

Built in two weeks. By one person, Who is not even a game developer.

We are not ready for what people are about to build with AI.

[Hemant Mohapatra @MohapatraHemant]

The curse of discipline is that every day looks the same. The curse of indiscipline is that every year does.

[Sandipan @sandypuns_]

How much I spent for 10 days in Japan which was also fairly lavish - hotels over hostels, and an F1 race at Suzuka GP, all during peak Sakura season.

You are being scammed here

[Matt Dancho (Business Science) @mdancho84]

If I had to become an AI engineer in 90 days, I would not start with courses.

I would build projects from these 10 GitHub repos (bookmark this):

[Tech🧑‍💻&Toned🏋️ @techandtoned]

@jessyiswet James Gun

[Tech🧑‍💻&Toned🏋️ @techandtoned]

@DrDatta_AIIMS Can we please have a House MD version of these agents.

[Tech🧑‍💻&Toned🏋️ @techandtoned]

@anujrathi This is something new, I talked to an AI agent for 40 MINS. And it summarised all that I said very clearly and crisply. I am impressed and equally excited to see how it progresses. Can't wait to move ahead inn the waitlist.

[Puneet Patwari @system_monarch]

I've started a 25-day series on Scaling and Architecture.
One topic per day.

Day 1: Load Balancing
Day 2: CDN
Day 3: Caching (the 5 layers)
Day 4: Cache Invalidation
Day 5: Rate Limiting
Today is Day 6: API Gateway.

If load balancing is how you distribute traffic and rate limiting is how you control it, the API gateway is the front door that decides what gets in, how it gets routed, and what happens before your backend ever sees it.

Thread below 👇

[Puneet Patwari @system_monarch]

I'm a Principal engineer & I passed system design rounds of Amazon, Atlassian, Walmart, Saleforce, and Deliveroo.

Trust me, learning system is not hard. Start from these fundamental concepts:

1) Load Balancing: https://t.co/3jKCLiI6vl

2) CDN: https://t.co/dxzCmm9gAf

3) Caching: https://t.co/pRgn0FTPp2

4) Cache Invalidation: https://t.co/QrfRjJ57gd

5) Rate Limiting: https://t.co/LE5ECM2tGt

6) API Gateway: https://t.co/DgU8cBDUVr

7) CAP Theorem: https://t.co/a8WydnAIxd

8) Sharding: https://t.co/XQLU6eDriD

9) Replication: https://t.co/KuDkFH0fjx

10) Partitioning: https://t.co/3WXKeZLbLa

11) Queues: https://t.co/JchEoCcFmF

12) Microservices: https://t.co/aAQfM6AWMq

13) Microservices Vs Monoliths: https://t.co/bTaIIWkPU3

14) Fault Tolerance: https://t.co/qXNBoyOqYT

15) Database Scaling: https://t.co/D2lvPm1wkB

16) Service Discovery: https://t.co/z2DpwbJBVI

17) Consistency models: https://t.co/K2r3nMcCQu

18) Eventual Consistency: https://t.co/SWiz4ckIKR

19) Distributed Transactions: https://t.co/xqL7BTJxXn

20) Leader Election: https://t.co/ApNaYSnSFj

21) Horizontal vs Vertical Scaling: https://t.co/IFuEmzMfob

22) Back of the Envelope Estimation: https://t.co/7ntEmtVggQ

23) Idempotency, Data Latency & Finale: https://t.co/fNArLx4MrW

Let me know what you'd like me to cover, would love to help :)

[Ramchand Kumaresan @Mechramc]

The physical copy of Under the Hood arrived. 934 pages. This thing can genuinely double up as a pillow when it gets boring lol 😃

Every layer of an LLM, built from scratch and broken on purpose. 36 projects. I did not expect it to be this thick tbh.

[Tech🧑‍💻&Toned🏋️ @techandtoned]

@Mechramc Nice, ordering it.

[Anatoli Kopadze @AnatoliKopadze]

Still the best hour on graph engineering ever recorded, Andrew Ng breaking down how to build agentic knowledge graphs from scratch:

00:00 - what agentic knowledge graphs actually are
03:05 - building a graph from scratch
13:58 - the architecture behind multi-agent systems
22:57 - building a real one with Google ADK
01:06:02 - why graphs are the future of AI agents

I've seen $500 courses that teach less.

Watch it, then take it further with my step-by-step guide on graph engineering below.

[Tech🧑‍💻&Toned🏋️ @techandtoned]

@asmitaakamboj Nice

[Tech🧑‍💻&Toned🏋️ @techandtoned]

@E20Party E20

[Hanming Ye @DozenDucc]

Introducing Waddle Labs: Claude Code for robots.

Connect our API to your robot and enter a prompt, then our agents write code to achieve the task in 20 minutes.

@yiding_song @theWaddleLabs

[Jake Fitzgerald @earthtojake]

text-to-cad just crossed 10,000 stars

you can use it to generate:
- STEP files
- URDF, SDF and other sim artifacts
- 3D mesh files like STL, 3MF and GLB
- gcode for 3D printing
- DFM checks for popular services like sendcutsend

100% free and open source ✌️

[Crypto Jargon @Crypto_Jargon]

THIS IS INSANE. 🤯

India gave GitHub THREE HOURS to delete BitChat.

By the time the deadline hit, the app was already back. On a network with no company to send the order to.

Here's what happened:

• India orders GitHub to remove BitChat, citing "unlawful communication"
• GitHub has 3 hours to comply or face legal action
• Within hours, a developer mirrors the entire codebase on Radicle
• Radicle has no central server. No company. No CEO to subpoena. No app store to pressure.
• The instructions go out: clone it, seed it, keep it alive
• Every person who seeds it becomes another copy the government can't touch

The part nobody's saying out loud: this is the exact scenario BitChat was built for.

It runs on pure Bluetooth. No internet. No SIM. No phone number. It was already unkillable at the app layer, that's why protesters in Nepal, Iran, and Madagascar used it to route around government shutdowns.

Now the SOURCE CODE is unkillable too.

India didn't delete BitChat. It just handed the entire internet a live demo of why decentralized infrastructure exists.

You can order a company to take something down. You can't order a network that isn't owned by anyone.

Command to mirror it yourself is already public. People are seeding it right now.