September 20, 2026 · 10 min read Jev: Inside TypeSafe AI's System One Model — and Why It Isn't Really an LLM How non-autoregressive 'calibrated decisions' compare to GPT, Gemini and Claude on cost and capability, with working LangChain and Java integrations jev typesafe-ai llm langchain java spring-ai ai-pricing decision-models
September 17, 2026 · 8 min read Pure-Java LLM Inference: How the JVM Runs Transformers Without Native Code Inside jlama and llama3.java — how the JDK's Vector API turns plain Java into a SIMD-accelerated inference engine, with a working matmul kernel java llm vector-api simd jlama jvm inference machine-learning
July 28, 2026 · 10 min read Playwright: End-to-End Testing Done Right What Microsoft's browser automation framework actually does, how it works under the hood, and a complete working test suite from install to CI playwright testing e2e browser-automation typescript ci-cd quality
July 28, 2026 · 10 min read Docker Container Optimization: The Complete Playbook Every technique that actually matters — smaller images, faster builds, leaner runtimes and a hardened attack surface docker containers dockerfile optimization buildkit security devops ci-cd
July 27, 2026 · 9 min read Retrieval-Augmented Generation: Choosing the Right RAG Pattern From naive pipelines to agentic and graph-based retrieval — a practical guide to the trade-offs RAG LLM vector-search embeddings retrieval architecture design patterns