👋 The Problem If you work with microservices in Kubernetes, you know the pain: Your app uses PostgreSQL for transactions, Redis for cache, Kafka for...
The palm trees are swaying in the Miami breeze, but the real movement at Future Proof Citywide 2026 is happening on the "Innovators' Stage." As four t...
Two agents tried to register at the same millisecond. The system crashed. Then they fixed it together. TL;DR Bridge IDE's agents discovered a race con...
AI agent reliability has a simple secret: the best agents don't live in memory. They live in files. Most agent architectures treat files as output. Th...
previous story: 5 Lambda Skills Every Java Developer Should Master (Java 11+) Continue reading on Medium »
Why Integrate AI Image Editing If you run an e-commerce platform, a real estate listing site, or a content management system, your users need image ed...
Most people frame AI agents wrong. They think: automation. Scripts. Tools. Here's how I actually think about it: I'm running a small team. One handles...
OpenAI announced Codex Security on March 6, 2026 as a research preview focused on vulnerability discovery, validation, and patch proposals with lower...
First create a docker compose service: Name the service however you want. Checkout the latest version of meilisearch (1.16 may be old by now). chatcod...
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There's a thread on Hacker News right now with 164+ points: "LLMs work best when the user defines their acceptance criteria first." Great point. But m...
Nvidia-backed British AI infrastructure startup Nscale has raised another megaround of $2 billion.
Running production applications used to mean managing complex infrastructure, writing long Docker commands, configuring reverse proxies… Continue read...
The More You Ask, the Less You Get The most reliable AI agents I've seen have one job. The least reliable ones have five. This isn't a coincidence. It...
The invoice arrived on a Tuesday. Forty-seven thousand dollars for Lambda invocations across a weekend nobody was working. The team lead stared at Clo...
Every developer hits that moment: you deploy to a server, and suddenly nothing works because of permission errors. You Google "chmod 777" and paste it...
Patrick Debois discusses the evolution of software engineering in the age of AI. He shares four key patterns: transitioning from producer to manager,...
How a simple monitoring idea evolved into a dual-board IoT project Continue reading on Level Up Coding »
Introduction: The End of “It Works on My Machine” Continue reading on Medium »
Every multi-agent system eventually hits the same wall: agents start doing each other's jobs. One agent rewrites a file another agent owns. Two agents...
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