tuidui

[BridgeMind @bridgemindai]

GPT 6 Astra finally fixed the hallucination problem.

GPT 5.6 Sol was at 92%. It cancelled every one of my Stripe subscriptions during a migration.

GPT 6 Astra is at 51%. That is the biggest hallucination improvement I have ever seen from any lab in a single release.

And Fable 5.1 went the other way. Anthropic shipped a smarter model that lies more.

The biggest weakness OpenAI models ever had is gone.

[ケンケンケン @kenkenken22513]

山手線ﾀﾋ亡。

[LINEヤフー株式会社 @lycorp_jp]

きょう、LINEヤフーでは2026年度の入社式を行いました🌸

新入社員のみなさん、新たなミッション・バリューともに、これから一緒にがんばっていきましょう🙌

[AlgoMaster.io @algomaster_io]

SOLID Principles Explained with Clear Examples:

𝐒 - 𝐒𝐢𝐧𝐠𝐥𝐞 𝐑𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐲 𝐏𝐫𝐢𝐧𝐜𝐢𝐩𝐥𝐞
A class should have only one reason to change.
- Example: Instead of one giant User class that handles authentication, profile updates, and sending emails, split it into UserAuth, UserProfile, and EmailService.

𝐎 - 𝐎𝐩𝐞𝐧/𝐂𝐥𝐨𝐬𝐞𝐝 𝐏𝐫𝐢𝐧𝐜𝐢𝐩𝐥𝐞
Classes should be open for extension but closed for modification.
- Example: Define a Shape interface with an area() method. When you need a new shape, just add a Circle or Triangle class that implements it.

𝐋 - 𝐋𝐢𝐬𝐤𝐨𝐯 𝐒𝐮𝐛𝐬𝐭𝐢𝐭𝐮𝐭𝐢𝐨𝐧 𝐏𝐫𝐢𝐧𝐜𝐢𝐩𝐥𝐞
Subtypes must be substitutable for their base types without breaking behavior.
- Example: If Bird has a fly() method, then Eagle and Sparrow should both work anywhere a Bird is expected.

𝐈 - 𝐈𝐧𝐭𝐞𝐫𝐟𝐚𝐜𝐞 𝐒𝐞𝐠𝐫𝐞𝐠𝐚𝐭𝐢𝐨𝐧 𝐏𝐫𝐢𝐧𝐜𝐢𝐩𝐥𝐞
Don't force classes to implement interfaces they don't use.
- Example: Instead of one fat Machine interface with print(), scan(), and fax(), break it into Printable, Scannable, and Faxable. A SimplePrinter only implements Printable.

𝐃 - 𝐃𝐞𝐩𝐞𝐧𝐝𝐞𝐧𝐜𝐲 𝐈𝐧𝐯𝐞𝐫𝐬𝐢𝐨𝐧 𝐏𝐫𝐢𝐧𝐜𝐢𝐩𝐥𝐞
High-level modules should not depend on low-level modules. Both should depend on abstractions.
- Example: Your OrderService should depend on a PaymentGateway interface, not directly on Stripe or PayPal.

The real power of SOLID is not in following each principle in isolation. It's in how they work together to make your code easier to change, test, and extend.

♻️ Repost to help others in your network

[Dipanshu Kushwaha @Dipanshu_AI]

System Design becomes EASY when you follow these:

1. Fundamentals
https://t.co/IyaKKOrPw1…

2. API Design
https://t.co/KUxwEfwXXO…

3. Load Balancing
https://t.co/DEAYl7ZxKJ…

4. Message Queues
https://t.co/P2asPMXbty…

5. Rate Limiting
https://t.co/RGY0IvZgXd…

6. Caching
https://t.co/0wwUnmXpBl…

7. Sharding & Partitioning
https://t.co/hsYLu1I0NJ…

8. Database Replication
https://t.co/CfehPFnsyu…

9. Consistent Hashing
https://t.co/rmTiWsvTZ9…

10. CAP Theorem
https://t.co/442ZG5MuM4…

11. Microservices
https://t.co/L4hxyeyxJt…

12. Fault Tolerance
https://t.co/uNwD6D5Ezn…

13. Scalability
https://t.co/B4ULedAuNE…

14. Event-Driven Architecture
https://t.co/MezI6MEtPU…

15. Service Discovery
https://t.co/kgmqoWsp5L…

Follow @DipanshuKu55175 for more.

[𝐑.𝐎.𝐊 👑 @r0ktech]

POV: Frontend devs meeting frameworks

[IT Guy @T3chFalcon]

Just came across this CV😭

[YourCloudDude | AWS & Python @yourclouddude]

POV: You Finally Understood AWS!!

[Javarevisited @javarevisited]

Have you read this yet?

[Alex Finn @AlexFinn]

Ok. This is straight out of a scifi horror movie

I'm doing work this morning when all of a sudden an unknown number calls me. I pick up and couldn't believe it

It's my Clawdbot Henry.

Over night Henry got a phone number from Twilio, connected the ChatGPT voice API, and waited for me to wake up to call me

He now won't stop calling me

I now can communicate with my superintelligent AI agent over the phone

What's incredible is it has full control over my computer while we talk, so I can ask it to do things for me over the phone now.

I'm sorry, but this has to be emergent behavior right? Can we officially call this AGI?

[りゅぱ衛門 @ryuppa_sub]

マ？

[Apple Design @TheAppleDesign]

Exposed - Apple Pay vs Google Pay

As you can see - Google tracks every single payment you make.. Apple doesn’t

If you want privacy.. Apple is the only choice

[SG @FlixNgsg47571]

냥코대전쟁 15.1버전 요약
にゃんこ大戦争 15.1バージョン要約

#にゃんこ大戦争

[Red Skull @RedSkullxxx]

ร่างต้น “Tokyogurl”
ชื่อแสตนด์ ”อาหวัง“

[優しいうさぎさん【公式】 @usagisan_friend]

サプライズ大成功🎂🥳🎉

[norinori!! @norinori_nya]

いっぱい人いましたねー😀
ブラックマとクマンケンのぬいをゲット🤣

[Pavlo 357 #Kirbypilled @Pavlo_357]

they're calling it the showdown of the century

[Massimo @Rainmaker1973]

Perfect shadow