Write 100x better code using AI (for free!)
Install the @codacy extension (VSCode, Cursor, WindSurf).
This will install an MCP Server locally on your computer. Your coding copilot will use this server with the Codacy CLI to check every line of code it generates.
The way this works is pretty awesome (assuming you are using Cursor):
1. You ask Cursor to generate some code
2. Cursor writes the code
3. Cursor then calls Codacy's MCP Server to check it
4. The MCP Server will use the Codacy CLI to find any issues
5. Cursor will fix the issues and call the MCP server again
6. When the code passes all checks, you are done
Level of effort on your side: literally zero!
Code quality and security because of this: 100x better!
Codacy has been doing this for a long, long time, and their Guardrails MCP Server checks for a lot of potential issues:
• Security issues
• Quality standards
• Pattern violations
• Linting issues
You can see more information about the extension here:
https://t.co/U32yr6Mj96
I recorded a quick video to show you how it works.
Thanks to the Codacy team for helping me set up everything, answering my 1,000 questions, and collaborating with me on this post.
🚨 BREAKING: This site lets you compare results from GPT, Claude, DeepSeek, Grok, and 20+ other models — side by side — using your own prompt.
If you use AI for writing, coding, or research… this is a cheat code:
I screwed over one of my top engineers when I was a Senior Manager at Amazon. He felt betrayed, found another job, and resigned. This is a dark spot on my career, so learn from my mistake. Here’s the story:
Just got off a call with a UK-based client.
His exact words? "No need to explain your work speaks for itself. Let's talk pricing. 😌
That right there is why consistency and quality matter.
Let your work do the talking.
HOLY SH*T… This AI Agent does everything 🤯
Built in n8n :
🔁 Clones viral TikToks
✍️ Rewrites w/ GPT-4o
🎥 Auto creates avatar videos
🎬 Adds captions & edits
📤 Posts to 9 platforms (TikTok, IG, YT, X…)
🔁 Like+RT
✅ Reply “Steal”
🤝 Follow me & I’ll DM you workflow FREE
these @framer portfolio projects of mine helped me land a $4,000 client.
now, i'm giving them away for FREE.
comment "💰" and retweet, and i'll send you the remix links. (only for 24 hours)
If I had to set up an API, here are 6 protocols I'd consider:
1 REST (Representational State Transfer)
↳ A stateless, resource-based API protocol using standard HTTP methods
↳ Best for: CRUD operations in web and mobile apps
↳ Risk: over-fetch or under-fetch data because of fixed endpoints
——
2 gRPC (Google Remote Procedure Call)
↳ A high-performance, contract-based protocol using a binary format
↳ Best for: internal microservices communication
↳ Risk: limited browser support
——
3 GraphQL
↳ An API query language for clients to request specific data
↳ Best for: frontend-heavy apps with complex data fetching needs and faster response needs
↳ Risk: performance issues from overly flexible queries
——
4 SOAP (Simple Object Access Protocol)
↳ A protocol using XML for messaging with strict standards
↳ Best for: enterprise applications that need high security
↳ Risk: verbose and complex because of XML specifications
——
5 WebSockets
↳ A bidirectional, real-time protocol over a persistent TCP connection
↳ Best for: real-time apps, such as chat or sports updates
↳ Risk: extra logic needed to handle connection states and reconnections
——
6 MQTT (Message Queuing Telemetry Transport)
↳ A lightweight, publish-subscribe protocol
↳ Best for: IoT and sensor devices
↳ Risk: complex queries and large payloads may not work well
——
What else should make this list?
If you think you need the most beautiful font, the most beautiful background with lots of effects and elements to have a good design, this is a proof that with just plain text and images, you can create a good looking design.
Less is more .🧘♂️
This Chinese AI model just changed document OCR forever.
It can parse complex documents with text, tables, formulas and figures in parallel simultaneously using task-specific prompts.
100% opensource.