@gaganarora.bsky.social
After working with Antigravity for few weeks, I am stoked.
Xmas wish 2025
#Antigravity having cloud configuration to set default GCP settings to deploy an application from the IDE - "Click & Deploy" or prompting developer to pick and choose pricing and options to DEPLOY.
@developers.google.com
Xmas wish 2025
#Antigravity having cloud configuration to set default GCP settings to deploy an application from the IDE - "Click & Deploy" or prompting developer to pick and choose pricing and options to DEPLOY.
@developers.google.com
December 12, 2025 at 5:56 PM
After working with Antigravity for few weeks, I am stoked.
Xmas wish 2025
#Antigravity having cloud configuration to set default GCP settings to deploy an application from the IDE - "Click & Deploy" or prompting developer to pick and choose pricing and options to DEPLOY.
@developers.google.com
Xmas wish 2025
#Antigravity having cloud configuration to set default GCP settings to deploy an application from the IDE - "Click & Deploy" or prompting developer to pick and choose pricing and options to DEPLOY.
@developers.google.com
The core of an AI IDE is Natural Language Processing, turning your high-level ideas into functional code snippets. It makes coding more accessible and frees up time for complex problem-solving. This is what peak productivity looks like.
December 10, 2025 at 5:17 AM
The core of an AI IDE is Natural Language Processing, turning your high-level ideas into functional code snippets. It makes coding more accessible and frees up time for complex problem-solving. This is what peak productivity looks like.
Don't replace your developers with AI IDEs. Augment them. The best results come from combining human expertise with machine speed. The AI provides the spark, the developer polishes it into a functional, reliable application.
December 10, 2025 at 5:16 AM
Don't replace your developers with AI IDEs. Augment them. The best results come from combining human expertise with machine speed. The AI provides the spark, the developer polishes it into a functional, reliable application.
AI IDEs are streamlining the entire development lifecycle. Code generation, automated testing, and even project structure suggestions. This isn't just a gimmick; it's a fundamental shift in how we build software.
December 10, 2025 at 5:15 AM
AI IDEs are streamlining the entire development lifecycle. Code generation, automated testing, and even project structure suggestions. This isn't just a gimmick; it's a fundamental shift in how we build software.
AI code generation can create code like humans with bugs. The real skill now is managing the AI, guiding it, and ensuring code quality. Prompt engineering is the new debugging.
December 10, 2025 at 5:14 AM
AI code generation can create code like humans with bugs. The real skill now is managing the AI, guiding it, and ensuring code quality. Prompt engineering is the new debugging.
If you aren't using an AI-powered code editor today, you're not moving as fast as you could be. It's a tipping point for AI in development, genuinely useful for a wide range of tasks from generating functions to debugging. Adapt or fall behind
December 10, 2025 at 5:01 AM
If you aren't using an AI-powered code editor today, you're not moving as fast as you could be. It's a tipping point for AI in development, genuinely useful for a wide range of tasks from generating functions to debugging. Adapt or fall behind
The best AI IDEs heading into 2026 aren't just about faster typing; they're about agentic workflows. Imagine an AI agent handling PR requests and diffs right in the editor. The future of dev work is collaborative, with AI as the ultimate teammate. I know who can resolve pesky merge conflicts.
December 10, 2025 at 4:40 AM
The best AI IDEs heading into 2026 aren't just about faster typing; they're about agentic workflows. Imagine an AI agent handling PR requests and diffs right in the editor. The future of dev work is collaborative, with AI as the ultimate teammate. I know who can resolve pesky merge conflicts.
AI IDEs are changing the game. Code completion with GitHub Copilot in VS Code or Cursor is like having a pair programmer who knows everything. The speed boost is insane.
December 10, 2025 at 4:38 AM
AI IDEs are changing the game. Code completion with GitHub Copilot in VS Code or Cursor is like having a pair programmer who knows everything. The speed boost is insane.
AI isn't just for coding; it's also revolutionizing project management. AI tools help with accurate time estimation, resource allocation, and identifying potential risks by analyzing historical data, leading to better decision-making.
November 21, 2025 at 11:04 PM
AI isn't just for coding; it's also revolutionizing project management. AI tools help with accurate time estimation, resource allocation, and identifying potential risks by analyzing historical data, leading to better decision-making.
The future of software development involves a collaborative human-AI approach. By leveraging tools like Cursor, Django, and UV, developers can focus on complex problem-solving and architectural design, while AI handles the mundane tasks, leading to faster innovation and higher quality products.
November 21, 2025 at 11:04 PM
The future of software development involves a collaborative human-AI approach. By leveraging tools like Cursor, Django, and UV, developers can focus on complex problem-solving and architectural design, while AI handles the mundane tasks, leading to faster innovation and higher quality products.
Ideally I want one AI Agent IDE which can deploy to cloud. That would be dream come true for devs but bad for finance deptt.
AI tools are transforming every stage of the software development lifecycle (SDLC), from generating code and automating testing to deploying the solution.
AI tools are transforming every stage of the software development lifecycle (SDLC), from generating code and automating testing to deploying the solution.
November 21, 2025 at 11:03 PM
Ideally I want one AI Agent IDE which can deploy to cloud. That would be dream come true for devs but bad for finance deptt.
AI tools are transforming every stage of the software development lifecycle (SDLC), from generating code and automating testing to deploying the solution.
AI tools are transforming every stage of the software development lifecycle (SDLC), from generating code and automating testing to deploying the solution.
The combination of Cursor AI and the Django framework is a dream team for modern development. Cursor simplifies boilerplate code, making it easier to set up Django models and views, while the AI chat integration helps with debugging and documentation.
November 21, 2025 at 11:02 PM
The combination of Cursor AI and the Django framework is a dream team for modern development. Cursor simplifies boilerplate code, making it easier to set up Django models and views, while the AI chat integration helps with debugging and documentation.
Tired of slow Python package management? Meet uv, a lightning-fast package and project manager written in Rust. It's a drop-in replacement for tools like pip, virtualenv, and pip-tools, offering significant speed improvements for dependency resolution and installation.
November 21, 2025 at 11:01 PM
Tired of slow Python package management? Meet uv, a lightning-fast package and project manager written in Rust. It's a drop-in replacement for tools like pip, virtualenv, and pip-tools, offering significant speed improvements for dependency resolution and installation.
Building robust web applications is seamless with Django, the Python-based web framework that emphasizes rapid development and clean design. Its "batteries-included" approach, with built-in authentication and an admin interface, streamlines development.
November 21, 2025 at 10:50 PM
Building robust web applications is seamless with Django, the Python-based web framework that emphasizes rapid development and clean design. Its "batteries-included" approach, with built-in authentication and an admin interface, streamlines development.
Cursor is a game-changer for software development, leveraging AI to automate repetitive tasks & generate code with deep understanding of your entire project. It's an AI-first code editor designed to boost dev productivity.
who else is exploring AI dev tools?
Check out: github.com/DataTalksClu...
who else is exploring AI dev tools?
Check out: github.com/DataTalksClu...
GitHub - DataTalksClub/ai-dev-tools-zoomcamp: AI Dev Tools Zoomcamp is a free course that helps you use AI tools to write better code, faster. We're starting the first cohort of this course on Novembe...
AI Dev Tools Zoomcamp is a free course that helps you use AI tools to write better code, faster. We're starting the first cohort of this course on November 18, 2025! Sign up here to join us 👇🏼 ...
github.com
November 21, 2025 at 10:48 PM
Cursor is a game-changer for software development, leveraging AI to automate repetitive tasks & generate code with deep understanding of your entire project. It's an AI-first code editor designed to boost dev productivity.
who else is exploring AI dev tools?
Check out: github.com/DataTalksClu...
who else is exploring AI dev tools?
Check out: github.com/DataTalksClu...
The Confusion Matrix is your friend. It tabulates the True Positives, True Negatives, False Positives, and False Negatives, giving you the raw numbers behind your model's performance. Start here to truly understand your classifier's errors
#mlzoomcamp
#mlzoomcamp
October 26, 2025 at 4:41 AM
The Confusion Matrix is your friend. It tabulates the True Positives, True Negatives, False Positives, and False Negatives, giving you the raw numbers behind your model's performance. Start here to truly understand your classifier's errors
#mlzoomcamp
#mlzoomcamp
Don't trust accuracy alone! For imbalanced datasets, a model predicting the majority class will have high accuracy but low utility. Always use other metrics like precision, recall, and F1-score for a full picture
#mlzoomcamp
#mlzoomcamp
October 26, 2025 at 4:40 AM
Don't trust accuracy alone! For imbalanced datasets, a model predicting the majority class will have high accuracy but low utility. Always use other metrics like precision, recall, and F1-score for a full picture
#mlzoomcamp
#mlzoomcamp
For multi-class problems, you can generate a classification report that provides precision, recall, and F1-scores for each individual class, or averaged metrics like macro and weighted averages
#mlzoomcamp
#mlzoomcamp
October 26, 2025 at 4:38 AM
For multi-class problems, you can generate a classification report that provides precision, recall, and F1-scores for each individual class, or averaged metrics like macro and weighted averages
#mlzoomcamp
#mlzoomcamp
The ROC curve plots the True Positive Rate vs. the False Positive Rate at different classification thresholds. It visualizes the trade-off between sensitivity and specificity
#mlzoomcamp
#mlzoomcamp
October 26, 2025 at 4:36 AM
The ROC curve plots the True Positive Rate vs. the False Positive Rate at different classification thresholds. It visualizes the trade-off between sensitivity and specificity
#mlzoomcamp
#mlzoomcamp
F1-score is the harmonic mean of precision and recall. It gives you a single metric that balances both, making it especially useful for evaluating models on imbalanced data
#mlzoomcamp
#mlzoomcamp
October 26, 2025 at 4:35 AM
F1-score is the harmonic mean of precision and recall. It gives you a single metric that balances both, making it especially useful for evaluating models on imbalanced data
#mlzoomcamp
#mlzoomcamp
Precision vs. Recall: The eternal balancing act. Prioritize precision to minimize false positives (e.g., spam detection), or recall to minimize false negatives (e.g., disease diagnosis)
#mlzoomcamp
#mlzoomcamp
October 26, 2025 at 4:34 AM
Precision vs. Recall: The eternal balancing act. Prioritize precision to minimize false positives (e.g., spam detection), or recall to minimize false negatives (e.g., disease diagnosis)
#mlzoomcamp
#mlzoomcamp
"Accuracy isn't the whole story! For imbalanced datasets, a high accuracy might be misleading. Always check your confusion matrix to see what’s really going on under the hood
#mlzoomcamp
#mlzoomcamp
October 26, 2025 at 4:33 AM
"Accuracy isn't the whole story! For imbalanced datasets, a high accuracy might be misleading. Always check your confusion matrix to see what’s really going on under the hood
#mlzoomcamp
#mlzoomcamp
ML is immense field and intimidating at times. I am trying to make sense of it step by step.
#mlzoomcamp
#mlzoomcamp
October 26, 2025 at 4:18 AM
ML is immense field and intimidating at times. I am trying to make sense of it step by step.
#mlzoomcamp
#mlzoomcamp
I think I understand why is MLOps important? Without it, ML models face chaos in prod: degrading performance, manual deployment issues, and scaling challenges. MLOps creates a smooth, automated pipeline for continuous monitoring, retraining
Hope Alexey keeps the #MLOps course alive
#mlzoomcamp
Hope Alexey keeps the #MLOps course alive
#mlzoomcamp
October 26, 2025 at 4:16 AM
I think I understand why is MLOps important? Without it, ML models face chaos in prod: degrading performance, manual deployment issues, and scaling challenges. MLOps creates a smooth, automated pipeline for continuous monitoring, retraining
Hope Alexey keeps the #MLOps course alive
#mlzoomcamp
Hope Alexey keeps the #MLOps course alive
#mlzoomcamp