Latest Updates

Documenting code, one commit at a time.

Python AI JavaScript

Content Validation: Guarding Against Truncated AI Output

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.

The Problem: Silent Content Truncation

AI models, particularly when generating longer pieces of content, can sometimes be cut short due to token limits or other constraints.

Read more
Python AI

Cost Tracking and Budget Limits for AI Operations

Introduction

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.

Cost Tracking in EUR

The system now tracks the cost of each AI operation in EUR. This involves:

Read more
JavaScript Python

Streamlining Content Generation with LinkedIn Prompts in Devlog-ist/landing

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 Goal

The primary objective was to enhance the content generation workflow by incorporating LinkedIn-specific prompts, allowing for more targeted and

Read more
JavaScript Mermaid

Handling Mermaid Diagram Rendering Errors

Sometimes, the most challenging bugs are not in the core logic, but in the tooling around it. Recently, while working on the diagram rendering service for a project, I encountered an issue where invalid Mermaid syntax would cause the entire process to hang. Here's how I tackled it.

The Problem

The diagram rendering service, used for generating visualizations, relied on an external script to

Read more
PHP Mermaid

Improving Code Quality with Consistent Mermaid Diagram Generation

Introduction

Ensuring consistent code quality and documentation can be a challenge. One area where consistency is crucial is in the generation of diagrams for technical documentation. This post discusses how we've improved the consistency and validity of Mermaid diagrams generated as part of our technical writing process for the devlog-ist/landing project, which provides a landing page for

Read more
PHP Laravel Filament

Handling GitHub API Token Revocation in devlog-ist/landing

The devlog-ist/landing project helps users track their development activity. We recently improved how the application handles revoked or expired GitHub API tokens. Previously, a 401 error would trigger a generic error log and continuous retry attempts during data synchronization. This led to unnecessary server load and delayed data updates.

Now, when a 401 error (Bad Credentials) is received

Read more

Streamlining GitHub Activity Syncing with Date Range Selection

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.

Enhanced Date Range Selection

Read more

Streamlining Content Publishing: Automated Platform Integration

Introduction

We've recently enhanced our platform to allow users to automate content publishing to external platforms like LinkedIn and Dev.to. This feature aims to simplify the content creation and distribution process by enabling users to set default publishing preferences.

Implementation Details

This enhancement introduces the ability for users to manage their auto-publishing

Read more