Latest Updates

Documenting code, one commit at a time.

Enforcing Diagram Generation in AI Prompts

Sometimes, seemingly small changes can have a significant impact on the consistency and quality of AI-generated content. Recently, we encountered an issue in the devlog-ist/landing project where the Mermaid diagram generation was intermittently producing empty strings, despite being a crucial visual component.

The Problem

The initial AI prompt configuration defined the mermaid_diagram

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PHP REST API

Optimizing AI-Generated Content for LinkedIn

When generating content for LinkedIn using AI, it's crucial to tailor the prompts for conciseness and engagement. The goal is to create posts that fully encapsulate the idea within LinkedIn's character limit, avoiding truncation and maximizing impact.

Key optimizations include instructing the AI to generate short, focused content (around 2500 characters), structured in 3-5 paragraphs.

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Laravel REST API

Robust API Testing for the Landing Project

Working on the landing project, which is focused on creating a compelling user experience, we've recently enhanced our testing strategy to ensure the reliability of our GitHub API integrations.

The goal was to catch potential issues arising from changes to the GitHub API, preventing silent failures in our application. We've implemented a suite of integration tests that validate the structure of

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Enhancing Content Security: Integrating Security Audits into the Publishing Workflow

Ensuring the security and integrity of published content is paramount. We've recently integrated a mandatory security audit step into our content generation and publishing pipeline to bolster these efforts.

The Challenge: Maintaining Content Integrity

AI-generated content offers numerous benefits, but also introduces potential security risks. It's crucial to implement safeguards to prevent

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