What building an LLM inference engine from scratch taught me about compiler design
the insight that started this project hit me while i was finishing a bytecode-compiled language i'd written in C i'd spent months building a hand-wri
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the insight that started this project hit me while i was finishing a bytecode-compiled language i'd written in C i'd spent months building a hand-wri
A code-review tool is an upload tool. When CommitBrief sends your diff to an LLM for review, every line in that diff leaves your machine — including t
I built Calybris Core because I kept running into the same uncomfortable question in decision-heavy systems: After the system says "yes", "no", or "
lg logger I wrote a logger that is as simple as possible, suitable as a replacement for the standard logger, because it works on its basis. It can't c
GPU programming usually asks Rust developers to surrender the borrow checker at the launch boundary: references collapse into raw pointers, and aliasi
Laravel and Symfony projects are great places to use AI agents. Not because PHP is "easy" (it isn't), but because PHP backends carry a lot of real bus
BannerGrapV2 — The Open-Source Network Recon Tool Built in Go That Security Professionals Actually Need TL;DR — BannerGrapV2 is a producti
The Problem Every PHP Developer Knows You start a new CodeIgniter 4 project. Before writing a single line of business logic, you spend hour
IONA OS is an operating system written from scratch in Rust. It has its own kernel, its own GUI, its own blockchain protocol, its own programming lang
This is not a "Vite is dead" post. I love Vite. It's the reason dev servers stopped being painful. What I'm about to describe doesn't make Vite worse
An analysis of the top alternatives to the Kong AI Gateway for enterprise teams, focusing on performance, open-source flexibility, and advanced LLM-
In this tutorial, I’ll show you how to build an AI web research agent using Ollama, Qwen, and Python. The agent searches the web for a topic, fetches
Uploading large files can be problematic, especially when users have unstable internet connections. A failed upload often means starting over from scr
If you run Adobe Commerce on Cloud and got the end-of-life notice for 2.4.7, here's the short version: the upgrade enforcement date is June 1, 2028. A
Cloudflare Tunnel is a secure tunneling solution that allows developers to expose local applications and private services to the internet without open
Have you noticed how every Laravel job posting wants someone who can "design scalable backends, optimize queries, and architect maintainable systems",
TL;DR Pushed commercial rules (free seats, bulk seats, tax) out of code and into config + a BillingProvider contract. Did a full app-wide
TL;DR Commercial rules — how many free seats a plan gets, whether you can buy seats in bulk, how tax is applied — drift constantly. Hardco
Abre o seu controller. Vai, eu espero Tem um método store() aí dentro com umas 40 linhas? Começando com um $request->validate([...]) gigant
Deixa eu adivinhar. Você tá com um projeto Laravel rodando, tem uns 5, 10, talvez 15 formulários que recebem CPF. Cadastro de cliente, cadastro de fo