Month April 2026

May has a way of sneaking in with longer days, softer light, and that first real hint of summer in the air. It’s the season of fresh ideas and just enough energy to start something new, or finally pick up…

More interfaces now render while the response is still being generated. The UI begins in one state, then updates as more data comes in. You see this in chat apps, logs, transcription tools, and other real-time systems. The tricky part…

We spent March focused on expanding query optimization, building out partner integrations, continuing PostgreSQL testing, and improve the overall experience for hosting providers and teams using Releem. We also had the chance to connect with the hosting community at CloudFest.…

Everyone talks about the model. Nobody talks about the harness. Give Claude Sonnet or GPT-4o a chat interface and you get a conversational AI. Wrap it in a loop that can call external tools, maintain state across turns, enforce budget…

“Google Ads vs. Meta Ads — same budget, which one is more efficient?” I hear this question almost every week from ecommerce operators. Most of them compare by sessions, and that almost always leads to the wrong answer. I made…

As engineers, we spend a lot of time optimizing our origin servers. We scale them up, add more instances, and fine-tune our database queries. But what if the biggest performance gain wasn’t on our origin server at all? What if…

As a software engineer, one of the first frustrating phrases you will hear is, “Well, it works on my machine!” This happens when code runs perfectly on your computer but fails on a colleague’s laptop or a production server. The…

JetBrains PHPverse – a community-inspired professional event for PHP developers – returns once more on June 9, 2026. This year, we’re gathering some of the most influential voices in the PHP ecosystem to share their insights on shaping the modern…

Software consultancy and Rails Foundation member Planet Argon is once again collecting real-world insights from Rails developers and turning them into something the whole community can learn from. The survey takes a deep look at how Rails is actually used…

Your developers’ AI tools are only as good as what they know going in. When those tools run through the right IDE, it can give them a head start – a picture of the codebase the tools would otherwise need…

The Question Everyone Is Asking (But Few Define Clearly) “Can large language models think?” has become a shorthand for a deeper and more nuanced question: are these systems capable of generating genuinely original ideas, or are they merely sophisticated remix engines?…

After two years of bouncing between Claude desktop, ChatGPT voice, Gemini, and a half-dozen Ollama frontends, I got tired of the wake-word thrash. Every assistant assumes you’ve picked their team forever. So I built BRAGI — a voice layer that…

I’m Salah Eddine Medkour. I teach Python and ICT at Badji Mokhtar University in Annaba, Algeria, and I build things on the web when my brain won’t let me sleep. Before Nadeef, I made AirQuiz, an offline quiz platform that…

Last year, a deployment went sideways. An AI agent was running a data enrichment pipeline: pull records from an API, map fields into a schema, write to a database. Every API call returned 200 OK. The agent’s dashboard showed green…

39 projects, 6 finalists, and a weekend of IDE-native AI in San Francisco. Earlier this month, we brought developers together in San Francisco for the inaugural JetBrains x Codex Hackathon. Over the course of one weekend, teams built 39 IDE-native…