Before we move to the new model of caching (cache components), I want to take a look at how <Suspense> interacts with static and dynamic rendering in the not partial Continue reading Using Suspense in NextJs
There’s a common assumption that modern AI systems are inherently “intelligent,” as though they possess independent reasoning or original thought. In reality, their capabilities are tightly bounded by the data Continue reading AI Doesn’t Think — It Reflects What We’ve Already Put Online
We’ve covered full route cache, data cache and revalidation. Next, we look into router cache and request memoization. Router cache Router cache is client side cache, it lives in the Continue reading Router cache and request memoization
The problem with chains in production Every major Python LLM framework gives you the same primitive: a chain. LangChain’s LCEL. LlamaIndex’s pipeline. Haystack’s components. They all model your pipeline as Continue reading Why I Modelled My LLM Pipeline as a DAG Instead of a Chain — and What I Found Out
We talked about incremental static regeneration before, it’s when a statically rendered route is updated without having to rebuild it. It updates, server-side at request time. But that is just Continue reading Incremental Static Regeneration (ISR)
Published April 14, 2026 on matbanik.info No Docker. No Pro license. Just two binaries and NSSM. What You’re Building Two binaries — hbbs (ID/Rendezvous) and hbbr (Relay) — managed by Continue reading RustDesk Server on Windows without Docker
Solar activity directly impacts Earth, from GPS accuracy to power systems. MackSun was designed to process billions of high frequency solar data points under strict hardware constraints, without relying on Continue reading Processing High Frequency Solar Data Without HPC: Real Constraints and Design Decisions in MackSun
“Negative” views of Broadcom driving thousands of VMware migrations, rival says The acquisition of VMware by Broadcom has been a hot topic in enterprise IT for over a year, and Continue reading “Negative” views of Broadcom driving thousands of VMware migrations, rival says
The Problem: 100-250ms Middleware Tax Our Node.js Express backend had a dirty secret: before any route handler ran, the middleware stack consumed 100-250ms. Four separate Redis round-trips for rate limiting, Continue reading Building a Sub-Microsecond Cache for a Billion-User Mining Platform
Our Stripe Delivery Pipeline — From Checkout to Download in 30 Seconds When someone buys from Whoff Agents, they get their product in under 30 seconds. No manual fulfillment. No Continue reading Our Stripe Delivery Pipeline — From Checkout to Download in 30 Seconds
Photo by Christian Joudrey on Unsplash Overview In this post, we’ll break down a custom Laravel service provider I wrote to solve a common but tricky problem: ensuring a fixed, Continue reading Running Laravel Seeders before tests
Key takeaways Deepgram consistently outperformed Whisper by 3x to 4x on word error rate in our benchmarks (1.53% vs 6.82% on clean test audio). On noisy production calls, the gap Continue reading How We Built an AI Voice Agent: Backend Architecture Guide
You maintain a shared Terraform module. You need to make a breaking change. Which repos across your org actually source it — and at which version? Here’s why the answer Continue reading How to Find Every Consumer of Your Terraform Module
On March 13, 2026, Anthropic announced that the 1 million token context window is generally available for Claude Opus 4.6 and Claude Sonnet 4.6. It made Hacker News #1 with Continue reading Context Windows Explained: Why 1M Tokens Changes How You Architect AI Applications
Introduction The evolution of .NET over the past few years has been strongly aligned with modern infrastructure demands: containers, microservices, serverless execution, and edge computing. With .NET 10, Microsoft continues Continue reading .NET 10 and the Next Leap in Native AOT for Cloud-Native Apps
