How I Built a Multi-Agent Code Review Pipeline
GDS K S |
I was mass-approving PRs at 11pm on a Thursday. Not reading them. Just scrolling, checking if tests passed, hitting approve. We've all been there. That's when I decided to build something that would at least catch the obvious stuff before a human ever looked at it.
TL;DR
What
How
Why ... read more
Document Tool: Grounding AI in Enterprise Knowledge
Halton Chen |
Overview
Oracle AI Agent Studio provides a structured way to build intelligent agents that go beyond static workflows. In this guide, I demonstrate how to create a document-driven AI agent capable of answering real user questions using enterprise content.
Rather than relying on predefin... read more
Building MailTest: An Open Source Email Deliverability Debugger
Sabahattin Kalkan |
Building MailTest: An Open Source Email Deliverability Debugger
The Problem
[Story about client's 50K emails going to spam]
Why Existing Tools Fall Short
Expensive ($100+/month)
No explanations
SaaS lock-in
What I Built
[Demo GIF/screenshots]
... read more
Wilmer Tool Calling
SomeOddCodeGuy |
So some year and a half after the request was made for me to put tool calling into Wilmer, I've finally got it in there.
First off- it was a huge pain to implement; if I didn't have Wilmer itself and agentic coders to help, I'm not sure I'd have done it. The way streaming works with tool calling i... read more
I built a Python library that replaces database authentication with AI semantic validation
Muhammad Ali |
The Problem I Was Trying to Solve
I was building a flower classifier app that collects data from anonymous users. I wanted users to submit flower information to my database — but I had no way to stop them from submitting garbage, malicious data, or duplicates.
The traditional solution i... read more
Vietnamese Voice AI: Translate & Voice Vietnamese TTS
Lê Vĩnh Tuyến |
I’m excited to share my latest workspace project: Translate and Voice Vietnamese TTS. This tool is designed for real-world applications, focusing on high-quality Vietnamese speech synthesis and automated video localization.
Key Features:
Vietnamese Text-to-Speech (TTS): High-quality voice genera... read more
SQLAlchemy 1.4 -> 2.0 migration tool for repetitive legacy patterns
Derek Martin |
I built a scanner-first SQLAlchemy 1.4 -> 2.0 migration tool for a narrow documented subset of legacy patterns.
It is intentionally not a full "AI migration" promise. It handles supported patterns like:
select([..])
session.query(Model).get(pk)
simple string relationship joins
simple string l... read more
AI Made Me a Better Reviewer (The Hard Way)
Alexandru A |
I build a SaaS QA platform. When AI coding assistants became good enough to trust with real work, I leaned in — and my velocity went up noticeably. Less boilerplate, faster feature implementation, fewer rabbit holes on syntax I'd forgotten.
But something shifted that I didn't expect. I wasn't writ... read more
Beyond the Numbers: Why Refresh Rate (Hz) and Frame Rate (FPS) Aren’t the Same
Coco |
When working with high-performance displays, frontend rendering, or even configuring professional LED video walls, two terms are often used interchangeably: Hz (Refresh Rate) and FPS (Frames Per Second).
As developers, we often assume they are locked together. But in the world of high-end visual e... read more
The Hidden Costs of Cloud-First API Clients
Kreya |
In modern development workflows, API clients are indispensable tools. API clients let developers inspect, debug, and test endpoints efficiently. Popular options like Postman, Insomnia, or Paw have become the default for many teams, especially when collaboration is key. However, these tools often co... read more
