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A while back I built a code generator for event sourcing in Laravel: run one artisan command against spatie/laravel-event-sourcing, get aggregates, ev
DocTracker — Track Who Reads Your Documents The Problem You send out proposals, contracts, pitch decks — but never know if anyon
The new Rust LLM policy is the most useful AI rulebook in open source right now, and the reason it works is a single verb. On 5 August 2026, five team
Retrieve PDF pages with embeddings, rerank the small candidate set, and summarize only the passages that can change the answer. For a long contract,
Why should you care? After learning binary, you'll quickly notice a problem. Binary numbers become very long and difficult to read. For e
This article was originally published on Jo4 Blog. Our campaign enrichment scheduler had been running for months with zero observability. It proces
The 3 a.m. region flap that started this At ViralVidVault our region routers decide two things for every incoming viewer: which video-metad
Storing third-party API keys and OAuth tokens in a database is unavoidable for most SaaS backends, but storing them as plaintext is a liability the mo
Introduction "Not agents assisting humans. Agents and humans in the same room, working on the same thing." This is article #175 in the "
Annotations get you a long way in Solon. @Component, @Inject, @Bean cover the everyday work: declare a bean, wire it, done. But the moment you start w
> Summary: When evaluating open-source APM, feature checklists often look alike — the real gap is troubleshooting paths and onboarding cost. This arti
DataBuff v0.1.3 focuses on three things: native SkyWalking gRPC ingest (no Agent swap), Ops Expert install recovery and read-only SSH troubleshooting,
First, SkyWalking Many Java teams run SkyWalking in production — an Apache top-level project whose Agent often stays in place for years. Ty
How to Monitor Your Ruby on Rails Application with Vigilmon Ruby on Rails is an opinionated, batteries-included framework — and that includ
Use a kill switch inside the checker when your uptime probes start amplifying an incident — one feature flag, read on every tick, that can disable the
Farm World started as a simple idea: a 3D multiplayer farm where you build, plant, drive machines, and meet people in town. I did not want to ren
Bottom line: for a beginner SaaS, put originals in object storage and have a backend worker write each thumbnail as a separate object with a determini
Moved a production Rails API from Render to Railway recently. Web service, Solid Queue worker, Postgres 18. Here are the lessons worth stealing, which
In the previous article, we explored the Factory Method pattern and saw how it delegates object creation to subclasses. But what if your application
Standard code coverage measures execution, not test strength. AI coding assistants generate hundreds of lines of unit tests, but often fall into the "