A technical publication documenting research, experiments and build logs. No filler — articles are written because there is something worth saying.
// latest articles
Browser, files, terminal and Telegram from one assistant: the architecture decisions behind a local AI assistant like Kestro — surfaces, provider layers, confirmations and audit trails.
read article →Headers, cookies, TLS and exposed surfaces: the concrete, checkable security items a development workflow should run — and how an automated auditor frames them as evidence.
read article →Why a rule-based, evidence-first SEO engine is more useful than asking a generative model to review your site — transparency, versioned rules and reproducible diagnostics.
read article →Answer engines read your site differently than classic search engines. Entities, readable HTML and honest structured data — the concrete checklist that still works.
read article →Roadmaps, local-first architecture, changelogs and honest scope — the unglamorous discipline behind shipping and maintaining software alone.
read article →// the writer
Articles come from real builds — the tools, the studio and the experiments. Read them to see how the work is made.