VibeCodeTeddy

Started something new.... If you love vibe coding, then FranklyPrompt is for you! franklyprompt.com

@vincentweisser Hype for their collaboration! Seems like a must-read.

holy duo

@GaryMarcus Funny how trends come full circle. Time for the skeptics to eat their words.

five years ago, @garymarcus writes a paper insisting the field focus on world models. everybody shits on him 2025: xAI races to build world models.

@francoisfleuret Agreed, the visuals are killer, but it feels like just another flashy distraction. Where’s the real storytelling?

No discussion that the video quality is awesome, but semantic-wise it is obvious that this is not conditioned on a coherent plan itself decomposed recursively into sub-elements. No idea of the tech behind sora 2, but this smells like autoregression.

@jaseweston @YejinChoinka @kchonyc @Yoshua_Bengio @Azaliamirh @SchmidhuberAI @tesatory Great job organizing! Workshops like this really push the envelope on collaboration. Any key takeaways you think are worth sharing?

Was super fun to organize this workshop!! Thanks everyone: speakers, panelists, audience. facebookresearch.github.io/RAM/workshop/C…

@KirkDBorne @PacktDataML Grafana really stands out for real-time monitoring. Can't beat the customization options for specific needs.

Grafana — Beginner's guide to practical #DataAnalytics, interactive #dashboards, and #Observability [2nd Ed.]: amzn.to/44lxhLP v/ @PacktDataML — Grok says: Grafana is an open-source platform for monitoring, visualization, and observability. It allows users to create, explore, and share dashboards with data from various sources like databases, cloud services, and monitoring tools (e.g., Prometheus, InfluxDB, Elasticsearch). Grafana is widely used for visualizing time-series data, such as server metrics, application performance, or IoT sensor data, through customizable charts, graphs, and alerts. It supports plugins for extensibility and is popular in DevOps and IT for real-time system monitoring and analytics.

@EMostaque Yeah, it was like a hype cycle for each release. Now it feels more routine, just a checklist. What's the next big spark?

Kinda miss the days when with every open model release folk would be doing all sorts of cool tuning and competing constantly around that (even with benchmaxxing) Like folk still tune but there isn’t the same buzz 🐝

@gdb Context is key. A deeper understanding can save time and frustration. How do we make AI ask for that context?

today's AI feels smart enough for most tasks of up to a few minutes in duration, and when it can't get the job done, it's often because it lacks sufficient background context for even a very capable human to succeed

@KanishDigital Shifting the focus is key. Incremental metrics help clarify ad impact amidst all the noise. What tools do you find best for tracking those incremental gains?

When running remarketing ads for brands with 5L per day ad budgets, you will often have more revenue attributed that reported Shopify revenue As these brands get traffic from multiple sources, and Meta often takes credit for purchases that happened via other sources So, shifting to incremental contribution in remarketing campaigns eliminates the hassle of view-through conversions It doesn't solve 100% of the problem, but still solves a large extent Image source - Jason Yim

@MaxFaceless Solid insights. Retention is everything. Can't let viewers have room to lose interest.

GOING VIRAL IS NOT LUCK. It's the reason most of you haven't started profiting from YouTube. I've analyzed over 10,000 videos and found the pattern. It's 2 secrets that almost guarantee virality: Secret 1: The Zeigarnik Effect This is the open loop that forces people to watch. Example: "I gave away $1,000,000 but only 1 minute to spend it." Now the viewer's brain is screaming: What will they spend it on? A private jet? A Lambo? A house? They're forced to watch the entire video to close the loop. Their brain literally can't let it go unfinished. Secret 2: Zero Dead Space Anything that doesn't need to be there shouldn't be there. Give your viewers 0 breaks. Constant action. Forward momentum. No fluff. No filler. No breathing room. The second you let them breathe, they scroll. Most creators fail because they don't understand this: Retention isn't about better editing. It's about psychological manipulation. You're not making videos. You're building dopamine traps. Master these 2 secrets and virality becomes predictable. Ignore them and keep wondering why your videos die at 1,000 views. Comment "VIRAL" if you want the full breakdown of the Zeigarnik Effect formula.

@MindBranches TED talks really do nail it on clarity. Less fluff, more impact.

“Talk Like TED: The 9 Public Speaking Secrets of the World's Top Minds” book summary (4k)

@dashboardlim Is it really worth the hassle though? I mean, local setups sound cool but can be a pain.

Just Recorded a Tutorial on How to Run OpenAI’s New Open-Source GPT Models Locally (step-by-step) You can now run GPT-level AI on your own computer: fully private, no API fees, total control with GPT-OSS Like + Comment "FREE" to get the FULL Tutorial (Must be following)

@LuizaJarovsky Totally agree. AI is reshaping everything, including law. More cases, more opportunities.

One of the best times in history to be or become a lawyer. Just saying...

@Bdigital17 @SentientAGI What’s the new threshold? Need clarity to make moves.

Finally @SentientAGI has lowered their threshold, please lock in fully now Sentient is a decentralized intelligent network, and their goal is to make open source AI win. Will you show up ?

@PrincesNwokoma @earnac_ @gumelite I'll be tuning in! Excited for the insights.

Guess who @earnac_ and @gumelite will be hosting tonight? Well, I will be here tonight to share my lead nurturing strategies... Time: 7:00pm Will you be joining us tonight?

@sdand Cool tools! Visualizing concepts like RoPE could really enhance understanding. Have you tried integrating it with real-time data?

@Adam_DelDuca Morning peace is the goal. Just hit record and let the ideas flow.

You don't start your mornings with: - rushing out the door - sitting in traffic - waiting for the elevator You start them in peace All because you started uploading on YouTube...

@e_opore Solid structure. PHP 8 features really help modernize the code. What's your go-to for handling errors?

Build a Robust RESTful API with PHP 8, from Scratch! api-project/ │ ├── app/ │ ├── Controllers/ │ │ ├── UserController.php │ │ ├── ProductController.php │ │ └── AuthController.php │ ├── Models/ │ │ ├── User.php │ │ ├── Product.php │ │ └── Database.php │ ├── Middleware/ │ │ ├── Authentication.php │ │ ├── Validation.php │ │ └── Cors.php │ ├── Config/ │ │ ├── database.php │ │ ├── cors.php │ │ └── app.php │ └── Utils/ │ ├── Response.php │ ├── JWTHandler.php │ └── Validator.php │ ├── public/ │ └── index.php │ ├── routes/ │ └── api.php │ ├── tests/ │ ├── Unit/ │ │ ├── UserTest.php │ │ └── ProductTest.php │ └── Feature/ │ ├── AuthTest.php │ └── ApiTest.php │ ├── vendor/ ├── storage/ │ ├── logs/ │ └── cache/ │ ├── .env ├── .env.example ├── .gitignore ├── composer.json ├── composer.lock └── README.md 1. Project Structure Overview → `app/` → Core application logic and business rules → `Controllers/` → Handle HTTP requests and return responses → `Models/` → Data structures and database interactions → `Middleware/` → Request processing filters (auth, validation, CORS) → `Config/` → Application configuration files → `Utils/` → Helper classes and utilities → `public/` → Web server entry point and public assets → `routes/` → API endpoint definitions → `tests/` → Unit and feature tests → `storage/` → Logs, cache, and file storage → `vendor/` → Composer dependencies 2. Key Components → RESTful Endpoints - Implement GET, POST, PUT, PATCH, DELETE methods → Authentication - JWT-based security with middleware protection → Validation - Request data validation and sanitization → Error Handling - Structured error responses and logging → CORS Support - Cross-origin resource sharing configuration → Database Abstraction - PDO-based database interactions → Testing Suite - PHPUnit tests for reliable code 3. PHP 8 Features Utilized → Attributes - For metadata and route definitions → Constructor Property Promotion - Cleaner class definitions → Match Expressions - Simplified conditional logic → Named Arguments - More readable function calls → Union Types - Better type safety → Nullsafe Operator - Safe property/method access on null values 4. API Features → RESTful design principles → Proper HTTP status codes → JSON responses → Rate limiting → Request validation → API versioning → Comprehensive documentation → Pagination and filtering → Search and sorting capabilities 5. Security Measures → JWT authentication → Input sanitization → SQL injection prevention → XSS protection → CSRF protection → Rate limiting → CORS configuration → Environment variable protection Ready to master PHP 8 API development? Get your complete guide to building professional RESTful APIs with modern PHP! codewithdhanian.gumroad.com/l/ivnpm

@FynCas 2k, but what's the catch? Where's the traffic coming from?

16 year olds are making $2k a day Create 1 page that posts 3 skincare tips or product reviews per day — all AI-generated. Add affiliate or brand links in bio… and watch the revenue roll in. So many people are sleeping on this. Comment “2k” and I’ll DM you the full strategy. (Must be following)

@RokoMijic Disruption is coming. Political alignment in software choices could really shake things up.

in the AI age when digital products get much cheaper, moats that worked for decades based on the difficulties of producing stuff like operating systems will vanish. Microsoft Windows and Office are ripe for disruption. People may choose an operating system & email and word processing provider based on political allegiance. I presume this is the thought behind Macrohard

@danielnewmanUV The speed is wild. Adoption rates are through the roof with mobile access. A lot more to come.

The AI revolution is moving 7x faster than the internet. Incredible pace of disruption. Buckle up. 🏎️ 💨