Vianney kb

“be like water, my friend”

Follow My youtube here:
@alx_africa

[0xzad @SVEN_WAG]

一个13岁男孩，假期写了个Polymarket交易脚本，免费扔到GitHub就回学校了。

两个月后，一个交易员给他转了2万美元，说靠这个脚本一个月赚了20多万。

他没卖课，没设付费墙，只是做了件有用的事，然后回去写作业。

剩下的，互联网帮他搞定了。

[Kashaf @noor36758]

Backend developer trying to write CSS

[433 @433]

𝗛𝗔𝗔𝗟𝗔𝗡𝗗 𝗖𝗔𝗟𝗟𝗘𝗗 𝗣𝗘𝗣 𝗔𝗡𝗗 𝗭𝗟𝗔𝗧𝗔𝗡 𝗧𝗢 𝗦𝗛𝗢𝗪 𝗢𝗙𝗙 𝗛𝗜𝗦 𝗡𝗘𝗪 𝗛𝗔𝗜𝗥𝗖𝗨𝗧 😂

Pep: "You are lucky you have hair, I would love to have it" 😂👨‍🦲

Zlatan: "You’ve lost a bet or what? Oh my… Block me and erase my number" 😂

[The Voice Of Congo @VoiceOfCongo]

Les gens n’y croient pas quand elle montre 5 générations de sa famille

[GitHub Projects Community @GithubProjects]

!(Push to Production on Friday);

[Coder girl 👩‍💻 @dev_maims]

This is funny 😂..

[elune @elune0x]

your agent is not the loop

the loop is only the smallest layer

LOOP vs GRAPH vs HARNESS ENGINEERING

most teams still treat all three like one prompt

that is why agent failures feel impossible to diagnose

LOOP ENGINEERING

controls iteration

turns retries budgets evaluators exits stalled progress

when the run keeps going forever the loop is broken

make long-running work survive crashes and restarts

→ https://t.co/rX08UgwzO6

GRAPH ENGINEERING

controls structure

nodes edges state branches cycles joins checkpoints

when the agent takes the wrong path the graph is broken

make state and routing explicit

→ https://t.co/ACgBjw7vzC

inspect the topology without asking another model to explain it

→ https://t.co/0GiC8o8c7H

HARNESS ENGINEERING

controls access

tools permissions memory sandboxes evals traces humans

when the agent touches the wrong system the harness is broken

isolate generated code and tool execution from the host

→ https://t.co/Tuk8b4pKHL

put an eval gate before every model or prompt update

→ https://t.co/dr1GZlCEVp

keep one trace across every node model and tool call

→ https://t.co/zsSTLpgvZa

without loop engineering it never stops

without graph engineering you cannot see the path

without harness engineering it can reach anything

the prompt lives inside the loop

the loop lives inside the graph

the graph lives inside the harness

the model is the smallest box in the system

debug the layer that actually owns the failure

save this before the next agent rewrite

[Suryansh Tiwari @Suryanshti777]

All Paid Courses (Free for First 4500 People)

𝗣𝗮𝗶𝗱 𝗖𝗼𝘂𝗿𝘀𝗲 𝗙𝗥𝗘𝗘 (PART - 1)
1. Artificial Intelligence
2. Machine Learning
3. Prompt Engineering
4. Claude,Chatgpt,Grok
5. Data Analytics
6. AWS Certified
7. Data Science
8. BIG DATA
9. Python
10. Ethical Hacking

(72 Hours only )

Like + RT + comment ' Send '

Must Follow me so I can DM you.

[freeCodeCamp.org @freeCodeCamp]

Claude Code can do more than chat. It can read files, run terminal commands, and help you build agentic workflows from the terminal.

In this course, @andrewbrown teaches you how to install and use Claude Code on Windows, Linux, and Mac, and how the agentic loop works.

You'll also learn session management, how to track API usage and costs across providers, and more.

https://t.co/XeVVRGAQm8

[GitHub Projects Community @GithubProjects]

Me cancelling my 47th domain name for my next billion dollar start-up

[Venkatesh @venkateshdotdev]

🚨10 System Design concepts every software engineer should know:

𝟏. 𝐋𝐨𝐚𝐝 𝐁𝐚𝐥𝐚𝐧𝐜𝐞𝐫: Traffic Distribution
𝟐. 𝐂𝐚𝐜𝐡𝐢𝐧𝐠: Redis, Cache Aside
𝟑. 𝐂𝐃𝐍: Static Content Delivery
𝟒. 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞 𝐑𝐞𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧: High Availability
𝟓. 𝐒𝐡𝐚𝐫𝐝𝐢𝐧𝐠: Horizontal Scaling
𝟔. 𝐌𝐞𝐬𝐬𝐚𝐠𝐞 𝐐𝐮𝐞𝐮𝐞𝐬: Kafka, RabbitMQ
𝟕. 𝐑𝐚𝐭𝐞 𝐋𝐢𝐦𝐢𝐭𝐢𝐧𝐠: API Protection
𝟖. 𝐂𝐢𝐫𝐜𝐮𝐢𝐭 𝐁𝐫𝐞𝐚𝐤𝐞𝐫: Fault Tolerance
𝟗. 𝐇𝐞𝐚𝐥𝐭𝐡 𝐂𝐡𝐞𝐜𝐤𝐬: Service Monitoring
𝟏𝟎. 𝐎𝐛𝐬𝐞𝐫𝐯𝐚𝐛𝐢𝐥𝐢𝐭𝐲: Logs, Metrics, Traces

[аlina🥂 @mercedarri]

script got leaked ⁉️

[Formula 1 @F1]

Arriving in style 🤩

So far, so fashionable...

#F1

[freeCodeCamp.org @freeCodeCamp]

JWTs and passwords can still leave you exposed to replay and token theft. WebAuthn changes that by keeping the private key on the device.

In this tutorial, @sumit_analyzen teaches you how to build passwordless biometric login in Node.js with WebAuthn.

You'll also learn how registration, authentication, sessions, recovery, and step-up auth fit together in a real app.

https://t.co/EehOELnGQQ

[Al Ahly SC 🇬🇧 @AlAhlyEnglish]

Al Ahly deeply mourns the tragic loss of Jayden Adams 💔🕊️

@Masandawana

[Nikki Siapno @NikkiSiapno]

I wrote 35 articles for 35 system design concepts:

1) gRPC: https://t.co/QwgTXr1N9z

2) Redis: https://t.co/YmMKgSvyVk

3) Event-driven architecture: https://t.co/QNUuf1JOy7

4) OAuth: https://t.co/TgQdzGO2Kr

5) ACID vs BASE: https://t.co/a7nOyylUxk

6) Microservices: https://t.co/1CpY04nNxb

7) Rate limiting: https://t.co/wr0UAh4sJm

PS - if you want a structured path, get my free 142-page System Design Handbook when you join my free weekly newsletter → https://t.co/rKYuAkfCSL

8) Observability: https://t.co/VjfECfyB9d

9) System design quality attributes: https://t.co/v9WJoUPevt

10) CAP theorem: https://t.co/ONwpduTOD1

11) Idempotency: https://t.co/2sItwlz1oe

12) REST APIs: https://t.co/GSjtaCU2Y8

13) Sync vs Async: https://t.co/ZXCxP7XrAb

14) Network protocols: https://t.co/tx7MlZQIwE

15) Change Data Capture (CDC): https://t.co/tgwwoTitCA

16) CI/CD pipelines: https://t.co/SM2YvhioIX

17) SSO (single sign-on): https://t.co/sNCN5cdt6V

18) JWT: https://t.co/Kuv7DAj6B9

19) Circuit breakers: https://t.co/1U81SrBokz

20) Health checks vs heartbeats: https://t.co/r5SalP6CCh

21) API gateway vs load balancer vs reverse proxy: https://t.co/Tg3EhT60tU

22) HTTPS: https://t.co/wc3CQOsmPS

23) Load balancing algorithms: https://t.co/VCLCKOZzni

24) Database caching: https://t.co/23QdZATj2o

25) API protocols: https://t.co/2CEu4Wnhsv

26) CDN: https://t.co/MbaSzBnZPQ

27) Database types: https://t.co/T0tUF1xYPI

28) Message Queues: https://t.co/7Tz5sevNA8

29) Hashing vs encryption vs tokenization: https://t.co/6eN9I2YAej

30) Service Discovery: https://t.co/rcKkXkWWcX

31) Pub/Sub: https://t.co/HF0Zr5R4SK

32) Connection pooling: https://t.co/39SsEo4kk3

33) Forward proxy vs reverse proxy: https://t.co/0P6NM8kh8u

34) Consistent hashing: https://t.co/8d8o74EsaS

35) SQL vs NoSQL: https://t.co/oDTRpsnQUn

👋 PS: Want to improve at system design? Download my free System Design Handbook and join 34,000+ engineers who get my free weekly newsletter → https://t.co/LybPLdor9s

——

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[shey⚡️ @Bshey__]

Drake : "youre not late , you're just figuring it out" https://t.co/hUODVszIcJ