Documenting code, one commit at a time.
In the devlog-ist/landing project, we're focused on delivering high-quality content. A crucial part of this is ensuring that AI-generated content meets our standards before it's published.
AI models, particularly when generating longer pieces of content, can sometimes be cut short due to token limits or other constraints.
This post explores the implementation of cost tracking and budget limits for AI operations within the devlog-ist/landing project. We'll examine how per-request costs are tracked in EUR, how pricing is stored per model, and how monthly cost limits are enforced per plan.
The system now tracks the cost of each AI operation in EUR. This involves:
This post details the recent enhancements to the content generation process within the devlog-ist/landing project, focusing on the integration and management of LinkedIn prompts for improved content quality and platform-specific tailoring.
The primary objective was to enhance the content generation workflow by incorporating LinkedIn-specific prompts, allowing for more targeted and
When building interactive landing pages with Laravel and Alpine.js, you might encounter unexpected issues when using Alpine.js directives inside SVG elements. Specifically, the <template x-for> loop can cause errors due to how browsers handle foreign objects within SVG. This post details a solution to this problem.
<template x-for> Inside SVGSVG elements have their own
Working on the devlog-ist/landing project, we're refining the authentication flow. The goal is to streamline user registration and login, particularly for non-developers who might be contributing recommendations. We've adjusted the available OAuth providers to match user roles.
Previously, both GitHub and LinkedIn were presented as default options on the login and registration pages.
Efficiently managing and synchronizing data is crucial for application performance. Recently, we enhanced the GitHub activity syncing process in our application by replacing a single-date picker with a more flexible date range calendar. This improvement, combined with a significant refactor, streamlines the synchronization logic and enhances user experience.
OAuth provides a streamlined approach to user authentication, but it's crucial to implement security measures that protect user data and prevent unauthorized access. A common scenario involves social login, where users authenticate via third-party providers like GitHub or LinkedIn.
A potential vulnerability arises when users not yet
Improving the auditability of AI interactions is crucial for maintaining security and control. A recent update focuses on preventing the exposure of raw code to AI models, enhancing data security, and providing better insights into flagged code changes.
Previously, raw git diffs were sent to AI models for analysis. This approach, while providing detailed context,
This post discusses recent improvements to our application, focusing on enhanced security measures and smarter code generation capabilities.
We've introduced a 'safe mode' feature, giving tenants more control over security audits during post generation. By default, safe mode is enabled, ensuring all generated content undergoes a thorough security check.
Improving the way we audit code changes is crucial for maintaining security and stability in our applications. Recently, we transitioned from feeding raw Git diffs directly to our AI analysis tools to using structured summaries. This shift significantly enhances auditability and reduces the risk of exposing sensitive information.
Sending raw diffs to AI models