How to run Qwen3-Coder-Next, an 80B open-source coding model, locally on consumer hardware in 2026 — covering hardware needs, deployment tools, and workflow integration.
Property-based testing has moved from niche Haskell tooling to mainstream engineering in 2026. Here is why it matters for AI-era code quality and how to start migrating your test suites today.
In this post, we'll explore what scroll-driven animations are, how they work, and practical patterns you can use today to replace scroll-heavy JavaScript with pure CSS.
Insta360's Mic Pro is a wireless microphone with an industry-first E-ink display, turning invisible status into instantly visible information. A hardware design lesson every developer should study.
If you run local LLMs with llama.cpp, you know the drill: downloading GGUF models by hand, memorizing flags for llama-server, juggling multiple terminal tabs across different ports, and context-switching between a CLI and whatever chat frontend you're using.
Event-driven architecture is no longer optional for scaling microservices — it's the structural backbone that enables team autonomy, real-time AI pipelines, and fault isolation. Here's what patterns matter in production and how to avoid the most common pitfalls.
An in-depth comparison of Pulumi and Terraform in 2026, covering their core philosophy differences, language support, ecosystem maturity, and the game-changing "do" feature — helping teams decide which IaC tool fits their workflow.
A practical comparison of Ollama and vLLM for local LLM inference in 2026 — covering continuous batching, PagedAttention, throughput benchmarks, and a decision framework to pick the right engine for your workload.
AI-generated code passes syntax checks but introduces subtle logic errors and security gaps. Here is a practical three-layer strategy — static analysis, property-based testing, and elevated human review — to maintain quality without scaling headcount in 2026.
Native CSS features like container queries, nesting, :has(), and cascade layers have reached universal browser support. Here's what actually matters for frontend devs in 2026 and how to stop reaching for preprocessors you don't need anymore.
One modular robot. Four seasons of yard work. The 2026 wave of modular outdoor robots — from Yarbo's CES debut to Dreame's AI mapping — is replacing an entire shed full of single-purpose machines with one intelligent platform that swaps tools automatically.
Why I built gollama — a single Go binary that manages llama.cpp instances with full flag control, multi-GPU support, and a web UI. Honest account of the technical decisions behind building an open-source LLM inference manager for self-hosters.