A blog about Linux, open-source, and the technology stack that powers the modern world.https://tuxstack.com/en-ushttps://tuxstack.com/posts/welcome-to-tuxstack/https://tuxstack.com/posts/welcome-to-tuxstack/Kicking off the blog with thoughts on the AI landscape and what is to come.Sat, 20 Jun 2026 00:00:00 GMTintroductionAIhttps://tuxstack.com/posts/boring-deterministic-ai-agent/https://tuxstack.com/posts/boring-deterministic-ai-agent/After evaluating multiple AI agent frameworks, I found that deterministic automation with an LLM inside beats magic autonomy for real operational work.Sat, 20 Jun 2026 00:00:00 GMTai-agentsautomationdeterministic-systemsllmmarvinAIhttps://tuxstack.com/posts/not-everyone-needs-frontier-llms/https://tuxstack.com/posts/not-everyone-needs-frontier-llms/Frontier models are brilliant, but many everyday coding tasks run just fine on smaller models — if your workflow is clear. Stop buying the hype and choose tools for your actual use case.Sat, 20 Jun 2026 00:00:00 GMTai-codingllmfrontier-modelsopencodeclaude-codedeveloper-toolsproductivityAIhttps://tuxstack.com/posts/tiny-task-tracker-animation-team/https://tuxstack.com/posts/tiny-task-tracker-animation-team/When Jira, ClickUp, and OpenProject overwhelmed a non-technical creative team, I built a lightweight custom app focused on backlog pull, visibility, and simplicity.Sat, 20 Jun 2026 00:00:00 GMTtask-trackerproject-managementinternal-toolsagileteam-productivityEngineeringhttps://tuxstack.com/posts/why-langgraph-first-agentic-ai-project/https://tuxstack.com/posts/why-langgraph-first-agentic-ai-project/LangGraph forces you to learn state management, tools, routing, and human-in-the-loop approval — the fundamentals that survive framework churn in the fast-moving agentic AI space.Sat, 20 Jun 2026 00:00:00 GMTlanggraphagentic-aiai-agentslangchainllmAI