The article explores improving LLMs by continuous evaluation, focusing on identifying and fixing output flaws and biases
Category: Software Engineering
How to Avoid Flaky Tests in Playwright
Playwright is an excellent UI and E2E testing tool. Here are a few tips on avoiding flaky tests on Playwright.
How to Handle Imbalanced Data for Machine Learning in Python
Discover strategies to tackle class imbalance in Python machine learning: resampling, algorithm tweaks, and evaluation metrics.
Handling Flaky Tests in LLM-powered Applications
Learn how to apply TDD to LLM powered applications. Using AI tends to produce flaky tests. We show 4 ways to test LLMs in your code.
Kubernetes Deployments Demystified: A Guide to the Rolling Update Deployment Strategy
The article elaborates on Kubernetes’ rolling update deployment strategy, emphasizing incremental changes, adjustable speed, and pause/resume options.
Simplifying Kubernetes Development: Your Go-To Tools Guide
The article compares six Kubernetes local development tools, aiding in workflow streamlining, faster iterations, and realistic environments.
HTMX vs React: A Complete Comparison
This guide compares HTMX and React, covering origins, features, performance, community, and functionality differences.
Understanding Data Lineage in Big Data: Challenges, Solutions, and Its Impact on Data Quality
This article explores data lineage in big data, highlighting its challenges, solutions, trends, and impact on data governance.
Optimizing LLMs: Tools and Techniques for Peak Performance Testing
The article covers performance testing for LLMs, bottlenecks, techniques, tools, and building a CI/CD pipeline with Semaphore.
Seamless SPA Transitions Using the New View Transitions API (Part 2)
Implementing View Transitions API with Astro JS: A deep dive into creating dynamic, seamless web experiences.
Seamless SPA Transitions Using the New View Transitions API (Part 1)
Exploring the View Transitions API: Enhancing SPAs with mobile-like fluid transitions for a seamless web experience.
Build a Caching Layer in Node.js With Redis
Speed up Node.js backends with Redis caching layer: improve site access, reduce code complexity, and enhance maintenance.
Creating Push Notifications Rapidly With Notifee in React Native (iOS)
In this article, we delve into the realm of implementing push notifications in React Native with the assistance of Notifee.
Building a Successful Developer Platform: 3 Lessons from Toyota’s Production System
Exploring Toyota Production System: combining people, process, technology for sustainable lean pipelines.
MLOps: From Jupyter to Production
You have your AI model on Jupyter: congratulations! Now how do we take that into production? Learn the DevOps to automate and deploy AI.