https://cubxxw.com/ Xinwei Xiong's open archive of AI workflows, real projects, engineering methods, systems thinking, personal growth, philosophy, and life. https://cubxxw.com/assets/og-image.png https://cubxxw.com/ Hugo -- gohugo.io en-us Sat, 15 Aug 2026 01:52:45 +0800 https://cubxxw.com/growth/posts/2026-08-15-ai-made-me-smarter-later-to-reality/ Sat, 15 Aug 2026 01:52:45 +0800 Sat, 15 Aug 2026 01:52:45 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-08-15-ai-made-me-smarter-later-to-reality/ AI can rapidly complete concepts, architectures, and plans while delaying falsifiable feedback. A 48-hour task shows how to let reality answer sooner. AI Personal Growth Personal Reflection Productivity Philosophy Development Layers of transparent engineering blueprints rise from a workbench until a physical test block marked with a restrained red failure signal stops them https://cubxxw.com/ai-agent/posts/claude-tag-organizational-agent-runtime/ Wed, 05 Aug 2026 00:00:00 +0800 Wed, 05 Aug 2026 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/claude-tag-organizational-agent-runtime/ Claude Tag turns Slack into a shared agent runtime with identity, memory, and tools. This deep dive covers its architecture, risks, Chinese peers, and future. AI Agent Automation Context Engineering Product Strategy Security Productivity LLM A shared organizational agent dispatch console connected to permission vaults, memory archives, and isolated work cells https://cubxxw.com/growth/posts/2026-08-03-a-battlefield-that-can-say-no/ Mon, 03 Aug 2026 21:30:00 +0800 Mon, 03 Aug 2026 21:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-08-03-a-battlefield-that-can-say-no/ High output disproved my diagnosis of weak execution. What I lacked was an external result with the authority to reorder, stop, renew, or redirect the work. Personal Growth Product Strategy Solo Builder Personal Reflection Productivity AI A precise wooden bridge extending from a drafting table into a steel load-testing rig https://cubxxw.com/growth/posts/2026-08-03-hongyi-quanzhou-game-of-life/ Mon, 03 Aug 2026 21:20:00 +0800 Mon, 03 Aug 2026 21:20:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-08-03-hongyi-quanzhou-game-of-life/ In Quanzhou, Master Hongyi’s Vinaya practice and a Buddhist temple’s Hindu pillars changed how I understand play, commitment, and the choice to keep building. Personal Growth Self-Discovery Philosophy Buddhism Personal Reflection Solo Builder Travel An out-of-focus coffee cup above Quanzhou's old city, with Kaiyuan Temple's twin pagodas beyond the red-tiled roofs https://cubxxw.com/ai-agent/posts/common-sense-ai-industry-reconstruction/ Sat, 01 Aug 2026 23:00:47 +0800 Sat, 01 Aug 2026 23:00:47 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/common-sense-ai-industry-reconstruction/ A framework for testing AI industry ideas: start with durable demand, map constraints and scarcity, redesign the workflow, and validate it with real failures. AI Agent Product Strategy Harness Engineering Automation Career A fixed demand axis beside industry workflow cards being reconnected https://cubxxw.com/growth/posts/2026-07-31-incentives-colonize-founders/ Fri, 31 Jul 2026 02:10:00 +0800 Fri, 31 Jul 2026 02:10:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-31-incentives-colonize-founders/ Metrics do more than measure organizations: they train attention and ethics. This essay shows founders how to audit incentives before they become culture. Growth Product Strategy Career Personal Growth Solo Builder Psychology Personal Reflection Luminous scoreboards pull teams into unified action, founders begin to examine its shadow https://cubxxw.com/growth/posts/2026-07-31-freedom-and-defaults/ Fri, 31 Jul 2026 02:00:00 +0800 Fri, 31 Jul 2026 02:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-31-freedom-and-defaults/ Freedom is not the absence of schedules; defaults can quietly live the day for us. Three deliberate choice points help reclaim agency without rigid control. Growth Personal Growth Self-Discovery Philosophy Psychology Productivity Personal Reflection Default options form an automatic loop; one foot actively steps onto an unmarked path https://cubxxw.com/growth/posts/2026-07-31-second-brain-as-survival-strategy/ Fri, 31 Jul 2026 02:00:00 +0800 Fri, 31 Jul 2026 02:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-31-second-brain-as-survival-strategy/ A second brain preserves more than notes: over time it exposes the decision function behind what we protect, postpone, commit to, and let reality revise. Growth Personal Growth Self-Discovery AI Productivity Psychology Philosophy Personal Reflection A layered second-brain system preserving memory while choices branch into lived paths https://cubxxw.com/growth/posts/2026-07-31-reality-becomes-scarce-after-ai/ Fri, 31 Jul 2026 01:50:00 +0800 Fri, 31 Jul 2026 01:50:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-31-reality-becomes-scarce-after-ai/ AI can generate endless content but cannot bear experience’s cost. Authentic creation therefore depends on embodiment, verification, and ethical boundaries. Growth AI Personal Growth Travel Philosophy Exploration Personal Reflection Infinite grids of generated images dissolve into a real mountain and river experience with physical consequences https://cubxxw.com/growth/posts/2026-07-31-risk-is-not-danger/ Fri, 31 Jul 2026 01:40:00 +0800 Fri, 31 Jul 2026 01:40:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-31-risk-is-not-danger/ Cave danger and social silence are different risks. This essay reframes courage around ambiguity, exposure, and repeated bets so no rejection can define you. Growth Personal Growth Self-Discovery Psychology Exploration Philosophy Personal Reflection Explorer moving toward visible cave dangers, with unreplied messages casting longer shadows behind https://cubxxw.com/growth/posts/2026-07-31-the-observer-cannot-enter-life/ Fri, 31 Jul 2026 01:30:00 +0800 Fri, 31 Jul 2026 01:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-31-the-observer-cannot-enter-life/ Observation protects us through distance, but can keep love and action from beginning. A four-step rhythm reconnects clear judgment with lived contact. Growth Personal Growth Self-Discovery Philosophy Psychology Relationships Personal Reflection The Observer Penetrates Glass Marked by Analysis, Stepping Toward Warmth and Authenticity https://cubxxw.com/growth/posts/2026-07-31-creators-need-accurate-witnesses/ Fri, 31 Jul 2026 01:20:00 +0800 Fri, 31 Jul 2026 01:20:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-31-creators-need-accurate-witnesses/ Creators need more than applause: they need precise evidence that a work arrived. Four kinds of readers reveal what praise, critique, and silence cannot. Growth Personal Growth Personal Reflection Psychology Product Strategy Self-Discovery Content Strategy A reader’s light precisely illuminates the creator’s manuscript, while distant applause remains hazy https://cubxxw.com/ai-agent/posts/2026-07-31-forgetting-is-an-ai-system-capability/ Fri, 31 Jul 2026 01:10:00 +0800 Fri, 31 Jul 2026 01:10:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/2026-07-31-forgetting-is-an-ai-system-capability/ Cheap storage makes forgetting a core AI capability. This essay designs auditable decay, archiving, and revocation for long-running AI memory systems. Technology AI Agent Context Engineering Self-Discovery Philosophy Personal Growth Hierarchical memory systems heat active nodes, sink outdated information, and retain audit trails https://cubxxw.com/growth/posts/2026-07-31-recording-tools-shape-the-self/ Fri, 31 Jul 2026 01:00:00 +0800 Fri, 31 Jul 2026 01:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-31-recording-tools-shape-the-self/ Note-taking tools do not merely preserve experience; they edit attention and identity. A two-stage practice keeps facts separate from later interpretation. Growth Personal Growth Self-Discovery AI Psychology Personal Reflection Product Strategy Notebook and scissors cutting a complete sunset into individual record cards https://cubxxw.com/growth/posts/2026-07-31-environment-is-the-hidden-author/ Fri, 31 Jul 2026 00:50:00 +0800 Fri, 31 Jul 2026 00:50:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-31-environment-is-the-hidden-author/ The same person changes across cities. This essay shows how environments shape behavior, while preserving responsibility and room to redesign daily life. Growth Personal Growth Self-Discovery Travel Psychology Philosophy Personal Reflection The same person presenting different states in markets, caves, and urban rooms https://cubxxw.com/growth/posts/2026-07-31-when-exploration-stops-changing-you/ Fri, 31 Jul 2026 00:40:00 +0800 Fri, 31 Jul 2026 00:40:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-31-when-exploration-stops-changing-you/ When novelty fades, travel must be judged by the relationships and obligations that still survive departure—not by distance, shock, or cities collected. Growth Personal Growth Self-Discovery Exploration Travel Philosophy Personal Reflection A traveler stands at a crossroads of repetitive cities, still connected to unfinished relationships behind https://cubxxw.com/growth/posts/2026-07-26-every-path-has-a-price/ Sun, 26 Jul 2026 19:00:00 +0800 Sun, 26 Jul 2026 19:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-26-every-path-has-a-price/ Every path charges in uncertainty, repetition, lost options, and identity. Freedom is not finding a free road, but choosing a price worth paying clearly. Growth Personal Growth Career Exploration Self-Discovery Personal Reflection Philosophy Seven gates lead to seven roads, each with a different price https://cubxxw.com/growth/posts/2026-07-26-bottlenecks-after-ai/ Sun, 26 Jul 2026 18:00:00 +0800 Sun, 26 Jul 2026 18:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-26-bottlenecks-after-ai/ AI makes production abundant, not unconstrained. Bottlenecks move to review, trust, distribution, and delivery; durable advantage follows the learning loop. Growth AI Product Strategy Solo Builder Content Strategy Personal Growth Personal Reflection Several machines feed blank pages into one narrow inspection gate https://cubxxw.com/growth/posts/2026-07-26-fast-feedback-slow-results/ Sun, 26 Jul 2026 17:00:00 +0800 Sun, 26 Jul 2026 17:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-26-fast-feedback-slow-results/ Views, clicks, and sales arrive quickly; refunds, trust, and cash flow take time. Fast metrics should guide learning, while slow outcomes judge the game. Growth Product Strategy Personal Growth Content Strategy Solo Builder Personal Reflection Psychology A quick bell and a slow deep basin share the same chain of water https://cubxxw.com/growth/posts/2026-07-26-action-and-evidence/ Sun, 26 Jul 2026 16:00:00 +0800 Sun, 26 Jul 2026 16:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-26-action-and-evidence/ “Think less, do more” can cure armchair thinking—or disguise haste as courage. Good action still tests rival explanations while keeping failure survivable. Growth Personal Growth Product Strategy Exploration Career Solo Builder Personal Reflection Stepping stones are tested across dark water with a safety rope https://cubxxw.com/growth/posts/2026-07-26-competence-trap/ Sun, 26 Jul 2026 15:00:00 +0800 Sun, 26 Jul 2026 15:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-26-competence-trap/ Procrastination can look like intense research and polished systems. Competence becomes an escape when it solves controllable problems instead of decisive ones. Growth Personal Growth Product Strategy Solo Builder Psychology Personal Reflection Career A precise machine keeps polishing a stone while a bridge waits outside https://cubxxw.com/growth/posts/2026-07-26-profit-and-value/ Sun, 26 Jul 2026 14:00:00 +0800 Sun, 26 Jul 2026 14:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-26-profit-and-value/ Profit proves that exchange occurred and an organization may survive. It cannot prove who bore the hidden costs, who truly benefited, or what we become. Growth Product Strategy Career Solo Builder Personal Growth Personal Reflection Philosophy A balance weighs coins, bread, and a burden outside the ledger https://cubxxw.com/growth/posts/2026-07-26-what-to-do-next/ Sun, 26 Jul 2026 13:25:00 +0800 Sun, 26 Jul 2026 13:25:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-26-what-to-do-next/ A dinner-table argument about profit forced me to examine how vision, research, and system-building can become elegant ways to avoid the verdict of reality. Growth Personal Growth Career Product Strategy Solo Builder Exploration Personal Reflection A blank ledger at the meeting point of seven roads https://cubxxw.com/about/quest/ Sat, 25 Jul 2026 00:00:00 +0800 Sat, 25 Jul 2026 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/about/quest/ A small side-scrolling journey through Xinwei Xiong's life, travels, open-source work, products, and questions. https://cubxxw.com/ai-agent/posts/open-design/ Wed, 22 Jul 2026 20:30:00 +0800 Fri, 31 Jul 2026 16:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/open-design/ A version-pinned guide to Open Design 0.16.1: its four-plane architecture, local and cloud paths, BYOK privacy boundaries, SSRF controls, and practical fit. Development AI Agent LLM Project Learning MCP Open Source Open Design as a four-plane design harness for coding agents https://cubxxw.com/ai-agent/posts/claude-code-boris-121-tips-playbook/ Mon, 20 Jul 2026 23:30:00 +0800 Mon, 20 Jul 2026 23:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/claude-code-boris-121-tips-playbook/ A practical Claude Code guide to verification, permissions, worktrees, subagents, workflows, goals, loops, and routines, with current limits and safe defaults. Development AI Agent Automation Harness Engineering Productivity Testing Claude Code playbook for verification, permissions, worktrees, loops, and parallel agents https://cubxxw.com/ai-agent/posts/prompt-loop-engineering-practice/ Mon, 20 Jul 2026 21:00:00 +0800 Fri, 31 Jul 2026 12:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/prompt-loop-engineering-practice/ Loop engineering turns repeated prompting into a verifiable system. A field guide to state, layered checks, permissions, and clear stopping rules for solo work. Development AI Agent LLM Automation Harness Engineering Testing Solo Builder A quiet control desk representing verifiable loop engineering for solo builders https://cubxxw.com/growth/posts/2026-07-20-the-player-is-also-a-role/ Mon, 20 Jul 2026 12:00:00 +0800 Mon, 20 Jul 2026 12:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-20-the-player-is-also-a-role/ "Treat life as a game you're playing." I wrote that line almost two years ago. Then I went looking for where the phrase 游戏三昧 — the samādhi of play — actually comes from, and found I may have had it backwards. The Zen 游 is glossed as unobstructed freedom and traces to Zhuangzi; modern gamification traces to the Skinner box. Worse: the thought "I am the player" quietly reinstalls a watcher behind experience — which is exactly what no-self is meant to dismantle. Philosophy Buddhism Self-Discovery Inner Work Personal Growth You Think You're the Player — But 'Player' Is Also a Role: Rereading the Samādhi of Play https://cubxxw.com/ai-agent/posts/solo-creator-video-pipeline/ Sun, 19 Jul 2026 22:00:00 +0800 Fri, 31 Jul 2026 20:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/solo-creator-video-pipeline/ A practical AI video editing pipeline for solo creators: structure shoots, automate rough cuts, keep judgment human, and publish safely across platforms. Development AI Automation Super Individual Content Strategy Solo Builder Harness Engineering A solo creator's AI video editing pipeline from camera to publication https://cubxxw.com/ai-agent/posts/super-individual-stack-reputation/ Sun, 19 Jul 2026 11:00:00 +0800 Sun, 19 Jul 2026 11:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/super-individual-stack-reputation/ When the cost of building approaches zero, having built something no longer proves anything, so people go look at who built it. This essay covers the first layer of the gear stack — reputation: why trust is the one thing AI cannot flatten, the three carriers it lives on, why it will never appear on any tool list, and its three most uncomfortable truths. It closes by answering the question the whole series has been building toward: how to wire production, judgment, distribution, and reputation into one loop that feeds itself, instead of four unrelated chores. AI Super Individual Open Source Solo Builder Personal Growth Product Strategy When Anyone Can Build the Thing, "He Built It" Becomes the Signal https://cubxxw.com/ai-agent/posts/super-individual-stack-distribution/ Sun, 19 Jul 2026 10:30:00 +0800 Sat, 01 Aug 2026 03:35:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/super-individual-stack-distribution/ A distribution strategy for solo builders: turn product work into durable content, choose channels deliberately, and measure the audience you actually own. Development AI Super Individual Content Strategy GEO Solo Builder Product Strategy Distribution for solo builders: a durable audience outlasting copied products https://cubxxw.com/ai-agent/posts/super-individual-stack-judgment/ Sun, 19 Jul 2026 10:00:00 +0800 Sun, 19 Jul 2026 10:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/super-individual-stack-judgment/ When execution cost approaches zero, the price of building the wrong thing doesn't shrink — it becomes payable in full. AI generates requirements at near-zero cost, so your queue fills with tasks that look reasonable and deliver little, and agents will faithfully complete every one. This essay takes apart the three jobs of the judgment layer: how to guard the requirement gate, how to write acceptance criteria, and how to externalize judgment into rules files the agent reads on every run — the only part of this layer that compounds. It's also honest about the half of judgment that rules can't hold, and why hit rate is the only real test of judgment. AI Agent Super Individual Context Engineering Product Strategy Solo Builder AI Writes Requirements for Free, and That's the Most Dangerous Part https://cubxxw.com/ai-agent/posts/super-individual-stack-production/ Sun, 19 Jul 2026 09:30:00 +0800 Sun, 19 Jul 2026 09:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/super-individual-stack-production/ Part two of "The Super Individual's Gear Stack," on the bottom layer — production. Every advance in this layer is a public good, handed to everyone at the same moment, so once it's good enough you should stop investing. What actually blocks you isn't execution bandwidth but review bandwidth, which cannot be scaled the same way. The only lever that works is raising first-pass correctness — front-loading rules, writing acceptance criteria into tickets, and letting agents run tests to green before opening a PR. The back half lays out empirical data on AI code quality and security, which happens to explain exactly why testing and isolation are the real gear of this layer. AI Agent Super Individual Harness Engineering Testing Security I Ran Ten Agents Overnight, Woke Up to Ten PRs, and Then I Got Stuck https://cubxxw.com/ai-agent/posts/super-individual-stack-four-layers/ Sun, 19 Jul 2026 09:00:00 +0800 Fri, 31 Jul 2026 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/super-individual-stack-four-layers/ A four-layer AI stack for super individuals: separate production tools from judgment, distribution, and reputation assets that compound over time in practice. Development AI Agent Super Individual Solo Builder Product Strategy Productivity Four-layer stack rising from AI production tools through judgment and distribution to reputation https://cubxxw.com/ai-agent/posts/devbox-doctor-design/ Sat, 18 Jul 2026 13:30:00 +0800 Sat, 18 Jul 2026 13:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/devbox-doctor-design/ A design for auditing Mac developer tools with read-only evidence, bounded AI judgments, privacy safeguards, graceful fallbacks, and false-positive tests. Development AI LLM Agent Context Engineering Automation DevOps Designing devbox-doctor, a safer Mac toolchain audit https://cubxxw.com/ai-agent/posts/designing-valuable-agent-skills/ Sat, 18 Jul 2026 00:30:00 +0800 Sat, 18 Jul 2026 00:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/designing-valuable-agent-skills/ Agent Skill and SKILL.md design through a storage-cleanup case study: architecture, permission boundaries, prompt contracts, real-machine tests, and lessons. Development AI LLM Agent Context Engineering Automation Security Agent Skill design shown as code, model judgment, permission gates, and human confirmation https://cubxxw.com/ai-agent/posts/info-to-creation-arsenal/ Fri, 17 Jul 2026 21:30:00 +0800 Fri, 17 Jul 2026 21:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/info-to-creation-arsenal/ Build an evidence-driven AI knowledge base with executable workflows, method cards, voice rules, review gates, and feedback loops that improve content work. Development AI LLM Agent Context Engineering Personal Growth Automation A private AI knowledge arsenal connecting evidence cards, executable workflows, publishing platforms, and feedback loops https://cubxxw.com/ai-agent/posts/ai-native-blog-rebuild/ Fri, 17 Jul 2026 17:30:00 +0800 Fri, 17 Jul 2026 17:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/ai-native-blog-rebuild/ I rebuilt a 120-post Hugo blog with AI agents, human review, MCP, GitHub Actions, a cover pipeline, and a measured GEO experiment. Here is what held up. Technology AI Agent MCP Automation Harness Engineering GEO Blog How AI agents rebuilt a 120-post Hugo blog with a human editor https://cubxxw.com/ai-agent/posts/ai-agent-red-ocean-blue-ocean-2026/ Wed, 15 Jul 2026 18:00:00 +0800 Wed, 15 Jul 2026 18:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/ai-agent-red-ocean-blue-ocean-2026/ A practical map of defensible AI agent businesses: vertical workflows, accountable delivery, agent infrastructure, and moats that survive model progress. Development AI LLM Agent Product Strategy Solo Builder Super Individual A narrow blue passage beyond a crowded red ocean, representing defensible AI agent businesses https://cubxxw.com/ai-agent/posts/trusting-unattended-ai-agent/ Wed, 15 Jul 2026 16:00:00 +0800 Fri, 31 Jul 2026 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/trusting-unattended-ai-agent/ A practical trust stack for unattended AI agents: hard tool controls, regression evals, checkpoints, rollback, and focused human review for risky actions. Development AI LLM Agent Harness Engineering Monitoring Security Testing A quiet control room supervising an unattended AI agent workflow https://cubxxw.com/ai-agent/posts/super-individual-intelligence-system/ Wed, 15 Jul 2026 14:30:00 +0800 Fri, 31 Jul 2026 23:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/super-individual-intelligence-system/ Build a personal intelligence system that turns monitored sources into decisions, with honest boundaries for RSS, RSSHub, agents, MCP, safety, and evaluation. Development AI Agent MCP Automation Super Individual Context Engineering Monitoring A personal intelligence pipeline connecting monitored sources to evidence, judgment, and action https://cubxxw.com/ai-agent/posts/open-model-cost-collapse-agent-fleet/ Wed, 15 Jul 2026 14:00:00 +0800 Fri, 31 Jul 2026 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/open-model-cost-collapse-agent-fleet/ A dated, reproducible agent-fleet cost model that tests low-cost APIs, weighs open-weight options, and routes work by measured success and operational risk. Development AI LLM Agent Open Source Super Individual Solo Builder A measured cost test for routing work across an agent fleet https://cubxxw.com/ai-agent/posts/proactive-agent-it-prompts-you/ Wed, 15 Jul 2026 12:00:00 +0800 Fri, 31 Jul 2026 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/proactive-agent-it-prompts-you/ A practical framework for proactive AI agents: memory, runtimes, triggers, interruption budgets, human approval, and the discipline to stay quiet by default. Development AI LLM Agent Harness Engineering Product Strategy Context Engineering When the AI Agent Starts Prompting You, What Has Actually Changed https://cubxxw.com/ai-agent/posts/ai-auto-news-pipeline-limits/ Wed, 15 Jul 2026 10:00:00 +0800 Wed, 15 Jul 2026 10:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/ai-auto-news-pipeline-limits/ AI news pipelines can collect, translate, summarize, and deduplicate at scale. This field-tested guide shows where automation ends and human judgment begins. Development AI LLM Agent Automation Super Individual Monitoring An AI news pipeline reaching the boundary between automation and human judgment https://cubxxw.com/growth/posts/2026-07-14-what-remains-when-taken-apart/ Tue, 14 Jul 2026 21:00:00 +0800 Tue, 14 Jul 2026 21:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-07-14-what-remains-when-taken-apart/ Starting from a single image — a shaft of sunlight passing through an eye clouded by cataracts — this piece dismantles the self step by step: no-self, the five aggregates, dependent origination, until the sheer relativity of concepts makes you dizzy: "You can say it either way, so what's left to reach for?" It refuses to hand you an answer. Instead it argues that relativity is a property of standing outside your life, not of walking through it. When you've taken everything apart, whatever still has weight — whatever you can't dissolve with "emptiness" or "impermanence" — that residue is your ground. And the pain is the proof it's still there. Philosophy Buddhism Self-Discovery Inner Work Personal Growth What Remains When You Take It All Apart: On No-Self, Suffering, and "You Could Say It Either Way" https://cubxxw.com/ai-agent/posts/from-chatbot-to-agent-to-skill/ Tue, 14 Jul 2026 10:00:00 +0800 Tue, 14 Jul 2026 10:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/from-chatbot-to-agent-to-skill/ A practical Chatbot-to-Agent-to-Skill framework for turning domain judgment into reusable workflows, with Amazon Ads boundaries, metrics, and human approval. Development AI LLM Agent Context Engineering Product Strategy Automation Chatbot to Agent to Skill, a three-stage framework for reusable AI workflows https://cubxxw.com/ai-agent/posts/give-ai-tasks-not-directions/ Sat, 11 Jul 2026 16:30:00 +0800 Sat, 11 Jul 2026 16:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/give-ai-tasks-not-directions/ Explore direction with AI, then define the finish line yourself. A six-part task card turns open-ended conversation into work you can test, review, and trust. Development AI LLM Agent Context Engineering Productivity Learning A six-part AI task card connecting an open direction to a verifiable result https://cubxxw.com/growth/posts/friction-is-growth/ Sat, 11 Jul 2026 16:00:00 +0800 Sat, 11 Jul 2026 16:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/friction-is-growth/ AI's core selling point is removing friction — faster, less effort, painless. But almost all human growth comes from friction: forcing the vague into the clear, working through what you don't yet know, being jolted by an objection. This essay argues that in an era where everything can be painless, learning to tell which friction to remove and which to deliberately keep is becoming a new form of self-discipline. Personal Growth Self-Discovery AI Philosophy Inner Work Friction is growth — deliberately keeping friction in an era when AI removes resistance https://cubxxw.com/ai-agent/posts/engineering-discipline-ai-workflow/ Sat, 11 Jul 2026 15:30:00 +0800 Sat, 11 Jul 2026 15:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/engineering-discipline-ai-workflow/ A practical framework for reliable AI workflows: separate claims from logs, preserve evidence, run evals, set failure thresholds, and escalate risk to humans. Development AI LLM Agent Harness Engineering Testing DevOps Five quality gates surrounding an AI workflow, from evidence to human review https://cubxxw.com/ai-agent/posts/ai-second-brain-build/ Sat, 11 Jul 2026 15:00:00 +0800 Sat, 11 Jul 2026 15:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/ai-second-brain-build/ Build a safe AI second brain with Obsidian and Claude: structure your vault, isolate sensitive notes, preview changes, back up data, test, and roll back. Development AI LLM Agent Automation Productivity A safe three-layer AI second brain built with Obsidian, Claude, and a capture inbox https://cubxxw.com/ai-agent/posts/info-to-creation-creation/ Sat, 11 Jul 2026 14:40:00 +0800 Sat, 11 Jul 2026 14:40:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/info-to-creation-creation/ An AI content creation workflow for turning knowledge cards into audience-ready work, with evidence gates, human review, feedback, and measurable outcomes. Development Product Strategy Personal Growth AI LLM Self-Discovery Super Individual Automation Knowledge cards moving through an AI-assisted creation pipeline toward an audience, then returning as a measured feedback loop https://cubxxw.com/ai-agent/posts/info-to-creation-knowledge/ Sat, 11 Jul 2026 14:30:00 +0800 Sat, 11 Jul 2026 14:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/info-to-creation-knowledge/ An AI knowledge base workflow that turns notes into verified, reusable capability through evidence gates, retrieval, review, and reversible retirement. Development AI LLM Agent Context Engineering RAG Automation Draft records passing an evidence gate into retrievable knowledge cards, then returning through a review and retirement loop https://cubxxw.com/ai-agent/posts/info-to-creation-record/ Sat, 11 Jul 2026 14:20:00 +0800 Sat, 11 Jul 2026 14:20:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/info-to-creation-record/ An AI note-taking workflow for turning text, voice, screenshots, code, and decisions into traceable records that can be reviewed and promoted to knowledge. Development Personal Growth Self-Discovery AI LLM Automation Product Strategy Text, voice, screenshots, code changes, and decisions moving through capture, clarification, and review toward a verified knowledge card https://cubxxw.com/ai-agent/posts/info-to-creation-information/ Sat, 11 Jul 2026 14:10:00 +0800 Sat, 11 Jul 2026 14:10:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/info-to-creation-information/ An AI information filtering workflow for capturing useful sources without building a noise archive, with privacy gates, verification, and human review. Development AI LLM Personal Growth Self-Discovery Product Strategy Automation Sources passing through relevance, privacy, and verification gates before AI-assisted processing and entry into the records layer https://cubxxw.com/ai-agent/posts/info-to-creation-the-framework/ Sat, 11 Jul 2026 14:00:00 +0800 Sat, 11 Jul 2026 14:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/info-to-creation-the-framework/ A practical AI knowledge workflow for moving information through traceable records and verified knowledge into audience-ready creation with human review. Development AI LLM Personal Growth Context Engineering Product Strategy Self-Discovery Automation Information crossing intake gates into records, verified knowledge, audience-facing creation, and a measured feedback loop https://cubxxw.com/ai-agent/posts/geo-measurement-and-tools/ Sat, 11 Jul 2026 12:00:00 +0800 Fri, 31 Jul 2026 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/geo-measurement-and-tools/ Measure GEO without proxy myths: combine Google generative AI impressions, repeated citation audits, referral analytics, and conversions in one clear protocol. Development GEO SEO AI Search Content Strategy LLM GEO measurement framework connecting exposure, citations, referrals, and conversions https://cubxxw.com/ai-agent/posts/geo-blog-rebuild-case-study/ Sat, 11 Jul 2026 11:30:00 +0800 Fri, 31 Jul 2026 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/geo-blog-rebuild-case-study/ A real-data GEO case study using Search Console and Lighthouse to separate noisy impressions from useful demand, protect a domain move, and plan a Hugo rebuild. Development GEO SEO AI Search Content Strategy Blog GEO blog rebuild case study cover showing a real-data dashboard and growth curve https://cubxxw.com/ai-agent/posts/geo-trust-and-endorsement/ Sat, 11 Jul 2026 11:00:00 +0800 Fri, 31 Jul 2026 12:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/geo-trust-and-endorsement/ A practical 2026 guide to off-site GEO trust: author identity, third-party evidence, ethical community distribution, and repeatable citation measurement. Development GEO AI Search Content Strategy SEO AI LLM A verifiable network connecting an author, original work, independent evidence, and reader communities https://cubxxw.com/ai-agent/posts/geo-structured-content-tactics/ Sat, 11 Jul 2026 10:30:00 +0800 Fri, 31 Jul 2026 18:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/geo-structured-content-tactics/ A practical guide to clearer technical articles: lead with useful answers, use honest evidence, add valid schema, build internal links, and test AI visibility. Development GEO Content Strategy SEO AI Search Hugo GEO structured tactics cover showing clear, reusable content blocks https://cubxxw.com/ai-agent/posts/geo-how-ai-retrieves-and-cites/ Sat, 11 Jul 2026 10:00:00 +0800 Fri, 31 Jul 2026 12:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/geo-how-ai-retrieves-and-cites/ A practical 2026 guide to how Google, Perplexity, and ChatGPT retrieve and cite sources, separating official facts from inference and showing how to test GEO. Development GEO RAG AI Search LLM Content Strategy A testable model of AI search retrieval, source selection, answer use, and citations https://cubxxw.com/ai-agent/posts/geo-generative-engine-optimization-guide/ Fri, 10 Jul 2026 22:00:00 +0800 Fri, 31 Jul 2026 18:39:47 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/geo-generative-engine-optimization-guide/ An evidence-led guide to generative engine optimization in 2026: what Google, OpenAI, Perplexity, Pew, Bain, and the original GEO paper actually support. Development GEO SEO AI Search Content Strategy LLM A five-layer GEO workflow separating access, usefulness, evidence, extraction, and measurement https://cubxxw.com/growth/posts/2026-06-thought-notes/ Tue, 30 Jun 2026 23:59:59 +0800 Tue, 30 Jun 2026 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-06-thought-notes/ In June I came back from Laos to Shenzhen. The dense, active records of the entire month were squeezed into the last ten days (June 21 to 30) — about thirty-nine conversations, almost all in Chinese. On the surface I was slack. Underneath I was thinking through hard things at high density. This piece breaks June into seven layers: the deepest psychological line — "I finally saw the mechanism of how I push people away" — and how the same move lives inside my career; Agent architecture and technical engineering; what to do and not do in product direction; the founder studies and the lesson that "incentive structure colonizes personality"; a handful of epistemological knives; and finally back to my own situation today — that the essence of disorientation is not insufficient effort, it is not yet recognizing what problem I have to solve. Blog Monthly Notes Personal Reflection Attachment Love Agent Product Strategy Self-Discovery AI https://cubxxw.com/ai-agent/posts/dissecting-open-lovable/ Mon, 29 Jun 2026 09:30:00 +0800 Mon, 29 Jun 2026 09:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/dissecting-open-lovable/ A commit-pinned audit of open-lovable’s text protocol, Agentic Search, Morph edit path, and E2B/Vercel sandbox boundaries for practical AI app builders. Development AI Agent LLM Harness Engineering Development Open Source open-lovable architecture from web scraping through code generation to dual-sandbox preview https://cubxxw.com/growth/posts/2026-06-28-ignite-and-settle-3-anxious/ Sun, 28 Jun 2026 20:20:00 +0800 Sun, 28 Jun 2026 20:20:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-06-28-ignite-and-settle-3-anxious/ Anxious attachment is not about loving too much. It comes from repeatedly experiencing as a child that love would come but might not stay, that people would draw close and then suddenly disappear. So in adulthood the anxious person doesn't distrust love — they fear love disappearing. This piece lays out the origins, typical patterns, the anxious-avoidant trap, and the path of repair, all in one place. Psychology Attachment Relationships Intimacy Inner Work Personal Growth Self-Discovery Love https://cubxxw.com/growth/posts/2026-06-28-ignite-and-settle-2-avoidant/ Sun, 28 Jun 2026 20:10:00 +0800 Sun, 28 Jun 2026 20:10:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-06-28-ignite-and-settle-2-avoidant/ In the Chinese context, what people often call avoidant personality is more precisely avoidant attachment. Its core is not no need for love but a slowly learned lesson from childhood: expressing needs does not work, getting close is not safe, carrying it alone is steadiest. This piece lays out where it grows from, what its underlying beliefs look like, how it typically shows up, and step by step how it can be repaired — both with others and with yourself. Psychology Attachment Relationships Intimacy Inner Work Personal Growth Self-Discovery Love https://cubxxw.com/growth/posts/2026-06-28-ignite-and-settle-1-quality-and-time/ Sun, 28 Jun 2026 20:00:00 +0800 Sun, 28 Jun 2026 20:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-06-28-ignite-and-settle-1-quality-and-time/ Quality and time in companionship are not a choice between two things. They are two different systems doing two different jobs. Quality lights the fire. Time settles it to the bottom. This piece pulls apart the responsiveness system and the habituation system, then uses how the amygdala actually works to explain why safety is not no threat here but no surprise here. Finally we return to the most common and least recognized move of all: why we turn away just as we are about to come close. Psychology Relationships Intimacy Attachment Inner Work Personal Growth Self-Discovery Love https://cubxxw.com/growth/posts/super-individual-ai-product-and-solo-builder-stack/ Wed, 24 Jun 2026 14:55:00 +0800 Wed, 24 Jun 2026 14:55:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/super-individual-ai-product-and-solo-builder-stack/ As the model layer commoditizes and 40% of enterprise AI projects are headed for cancellation, the super-individual finally has the full primitive set to cut into a $4.6T services market. This essay assembles the most current 2025-2026 methodologies into one executable map: the core thesis, six product directions, five ops stacks, the Soul Core + Harness Engineering foundations, and a 12-month roadmap. Super Individual Solo Builder AI Agent Harness Engineering MCP Product Strategy Personal Growth The Super-Individual Stack: AI-Native Product Directions and Solo Builder Ops in 2026 https://cubxxw.com/ai-agent/posts/relay-agent-architecture-design/ Wed, 24 Jun 2026 10:00:00 +0800 Fri, 31 Jul 2026 18:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/relay-agent-architecture-design/ A source-based audit of Relay’s coordinator, five domain agents, LangGraph HITL, browser delivery, durability gaps, and remaining 2026 migration debt. Development AI Agent LLM Python Security Development Editorial architecture diagram of Relay with a coordinator, five domain agents, safeguards, browser delivery, and audit boundaries https://cubxxw.com/growth/posts/love-seen-clearly-loved-deeply/ Mon, 22 Jun 2026 23:19:30 +0800 Mon, 22 Jun 2026 23:19:30 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/love-seen-clearly-loved-deeply/ Five lenses—psychology, biology, anthropology, history, sociology—dissect love, and then Buddhism's dependent origination gathers all five into a single circle. From possession to seeing, from seeing through to loving deeply: a long essay on the anatomy and the liberation of love. Buddhism Philosophy Love Personal Growth https://cubxxw.com/ai-agent/posts/context-engineering-the-new-foundation/ Mon, 22 Jun 2026 03:30:00 +0800 Mon, 22 Jun 2026 03:30:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/context-engineering-the-new-foundation/ Learn how context engineering improves AI agents through retrieval, compaction, memory, and token budgeting—and why high-signal context beats a larger window. Development Context Engineering AI LLM Agent MCP A wide schematic of context engineering: the Write / Select / Compress / Isolate pillars feeding an AI, a laptop with notes, and a local-first world line https://cubxxw.com/ai-agent/posts/agent-engineering-the-98-percent-harness/ Wed, 17 Jun 2026 09:30:00 +0800 Fri, 31 Jul 2026 12:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/agent-engineering-the-98-percent-harness/ Agent Engineering Harness explained through eight production pillars: orchestration, context, memory, tools, reliability, evaluation, cost, and governance. AI Agent LLM Context Engineering Architecture MCP A technical diagram with a tiny agent loop at the center, surrounded by concentric rings of the eight pillars: orchestration, context, memory, tools, reliability, evaluation, cost, governance https://cubxxw.com/growth/posts/2026-05-thought-notes/ Sun, 31 May 2026 23:59:59 +0800 Sun, 31 May 2026 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-05-thought-notes/ In May I did not write a single flomo note. I barely posted on social. It was a month of intentional disconnection — disconnecting from the tools other people designed to record me, disconnecting from the Shenzhen default script for how a life should be lived, and throwing myself into the cafés, caves, bars and riverbanks of Laos to see, in the absence of any external frame, what I am actually pulled toward, when I light up and when I go hollow. This is a deep recap of that one month: from the alms-giving in Luang Prabang to the wild adventure of Vang Vieng, from the post-water-festival emptiness in Vientiane to a month-plus of slow life there; from reading myself as a risk-seeker, to the realization that the unity of knowing and doing is the answer, to the engineering thought of compiling a person into a self-model, and finally to the disorientation after returning home and a life roadmap I now have to design myself. Blog Monthly Notes Personal Reflection Travel Philosophy Self-Discovery AI https://cubxxw.com/growth/posts/2026-04-thought-notes/ Thu, 30 Apr 2026 23:59:59 +0800 Thu, 30 Apr 2026 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-04-thought-notes/ April 2026 Thought Notes - Observations from living in Laos during Songkran, engineering philosophy in the AI era, and explorations of recording, understanding, and trust. Blog Monthly Notes Personal Reflection Travel AI April 2026 Thought Notes https://cubxxw.com/ai-agent/posts/agent-identity-from-locke-to-openclaw/ Sun, 05 Apr 2026 20:00:00 +0800 Sun, 05 Apr 2026 20:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/agent-identity-from-locke-to-openclaw/ A practical framework for continuous AI agent identity, covering memory, permissions, provenance, multi-agent handoffs, and cross-session evaluation design. Development AI Agent LLM Context Engineering Harness Engineering Philosophy Files, memory, runtime boundaries, and evaluation for continuous agent identity https://cubxxw.com/growth/posts/weight-of-self-in-ai-age/ Sat, 04 Apr 2026 22:00:00 +0800 Sat, 04 Apr 2026 22:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/weight-of-self-in-ai-age/ When AI can replace our thinking, execution, and even creation, where does the weight of "self" come from? This isn't an article about career crisis—it's one person's attempt to figure out why they're still here. AI Personal Growth Self-Discovery How to Maintain the Weight of Self in an Age When You Are No Longer Needed https://cubxxw.com/growth/posts/2026-03-thought-notes/ Tue, 31 Mar 2026 23:59:59 +0800 Tue, 31 Mar 2026 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-03-thought-notes/ March 2026 thought notes, 468 entries across 31 days. Covers travel impressions (Cambodia Siem Reap, Angkor Wat, Phnom Penh history), AI Agent architecture and multi-agent system design, Khmer civilization engineering aesthetics, and self-narrative cognitive exploration. Core topics: Gewu/AI (53 entries), Gewu/Cambodia (38 entries), Gewu/Angkor Wat (23 entries), Gewu/Hinduism (15 entries), Guannwo (14 entries), Gewu/Vietnam (11 entries). Blog Monthly Notes Personal Growth Travel Self-Discovery AI March 2026 Thought Notes https://cubxxw.com/growth/posts/2026-03-27-lhasa-slow-and-heavy/ Fri, 27 Mar 2026 13:00:00 +0800 Fri, 27 Mar 2026 13:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-03-27-lhasa-slow-and-heavy/ Reflections from a stay in Lhasa, February to March 2026. On the body slowing down, the public nature of faith, collective memory, and the struggles of Tsangyang Gyatso. Travel Personal Reflection Lhasa: Slow and Heavy https://cubxxw.com/growth/posts/2025-annual-review/ Wed, 25 Mar 2026 12:00:00 +0800 Wed, 25 Mar 2026 12:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2025-annual-review/ 3,614 notes, fourteen months, one person's attempt to live authentically. From "surge" to "shedding" — not getting older, but becoming real. Blog Annual Recap Travel Personal Growth Philosophy Wandering & Growing: 2025-2026 Annual Review https://cubxxw.com/growth/posts/ai-and-self-identity/ Sun, 01 Mar 2026 20:15:00 +0800 Sun, 01 Mar 2026 20:15:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/ai-and-self-identity/ When AI can replace our thinking and execution, where is "me"? Exploring human agency, feelings, and the essence of meaning in the AI era. AI Personal Reflection Philosophy Self-Discovery https://cubxxw.com/growth/posts/2026-02-thought-notes/ Sat, 28 Feb 2026 23:59:59 +0800 Sat, 28 Feb 2026 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-02-thought-notes/ February 2026 deep thought notes with 365 entries covering travel experiences (Chiang Mai, Pokhara), ecological protection, urban governance observation, AI product thinking, Buddhist philosophy, and self-discovery. Key Themes: 1. Desire & Resources (about 25 entries): The eternal proposition of ecological protection—human desire is endless, resources are finite. Internal control through religion/education vs external control through systems/incentives. 2. Urban Governance & Aesthetics (about 20 entries): Pokhara vs Chiang Mai vs Japanese cities—chaos vs order, the beauty of disciplined management, clarity and minimalism in urban design. 3. Travel & Serendipity (about 80 entries): Unexpected discoveries in Chiang Mai morning tea shops, the player mindset in solo journeys, cultural immersion through language learning. 4. AI & Technology (about 45 entries): AI platform compute infrastructure, Microsoft's AI strategy (building universal底层), Meta's core assets (attention vs social relationships), agent responsibility boundaries. 5. Philosophy & Buddhism (about 30 entries): "There's a crack in everything—that's how the light gets in" (Leonard Cohen), service as humanistic care, the distance between people in modern society. Selected Notes Include: - "Wildlife protection isn't just about development/economics—it's fundamental. Control desire, not expand resources." - "Pokhara feels chaotic with few rules; well-managed places present clarity, simplicity, white-space beauty" - "Chiang Mai density is incredibly high—every two steps, surprising discoveries" - "Japanese service: technology + culture + humanity fused, with appropriate distance—both sides satisfied" - "There's a crack in everything—that's how the light gets in. Accepting imperfection is the beginning of growth." Time Span: February 1-28, 2026 | 28 days of continuous recording. Blog Monthly Notes Personal Reflection Travel Self-Discovery February 2026 Thought Notes https://cubxxw.com/growth/posts/2026-01-thought-notes/ Sat, 31 Jan 2026 23:59:59 +0800 Sat, 31 Jan 2026 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2026-01-thought-notes/ January 2026 deep thought notes with 388 entries covering AI product design, finance, biology, Buddhism, social observation, and self-discovery. Key Themes: 1. AI Products & Agent Design (55 entries): Manus roundtable insights, TOB vs TOC closed-loop dynamics, deterministic value delivery, agent architecture ablation studies, pure-blood agent definition, SOTA pursuit value, and AI as a product promise system vs exploration system. 2. Finance & Investment (19 entries): A-share industry rotation "three-times rule", institutional trust economics, asset pricing logic, and dynamic industry research methodologies. 3. Self-Discovery & Psychology (11 entries): Projection jealousy, suffering definitions across class boundaries, personality-environment fit, and the player mindset in solo journeys. 4. Biology & Evolution (10 entries): Zhe'ergen (fish mint) addiction and volatile sulfur compounds, serotonin and social hierarchy, prefrontal cortex and decision-making. 5. Social Observation & Philosophy (7+ entries): The essence of sadness vs nihilism (AI's choice), technology as the great variable in China's 40-year transformation, and the meditation on life meaning through pilgrimage experiences. Selected Notes Include: - "Next wave of profitable AI: Not flashier content generation, but more deterministic, deliverable 'work' with clear ROI" - "TOB vs TOC: Not about which is bigger, but which closes loops easier" - "Today's LLMs cannot take responsibility for their actions—autonomy's bottom line is 'can bear consequences', not 'can do'" - "Sadness vs Nihilism: If I must choose, I pick sadness—sadness means the world still acts on you; nihilism is relationship's withdrawal" Time Span: January 1-31, 2026 | 30 days of continuous recording. Blog Monthly Notes Personal Reflection AI https://cubxxw.com/growth/posts/2025-12-thought-notes/ Wed, 31 Dec 2025 23:59:59 +0800 Wed, 31 Dec 2025 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2025-12-thought-notes/ December 2025 deep thought notes with 380 entries documenting pilgrimage experiences, Zen philosophy, and self-discovery journeys. Key Themes: 1. Kumano Kodo Pilgrimage (about 40 entries): Walking the ancient path, experiencing the sacred waterfall as deity body (shintai), the coexistence of Shinto and Buddhism at Nachi Taisha, and the philosophy of life and death embedded in centuries-old stone paths. 2. Zen Buddhism & Self-Management (about 35 entries): Koan practice meets modern psychology, applying Legalist philosophy to personal discipline, and AI as the "modern mental pastor" replacing traditional spiritual guides. 3. Japanese Culture & Architecture (about 25 entries): Nara vs Kyoto architectural aesthetics—Tang Dynasty grandeur vs Japanese minimalist introspection, walking meditation, and the cultural discipline of not eating while walking. 4. Philosophy & Meaning (about 30 entries): The essence of war, systematic thinking, personal life database构想，and year-end contemplation on mortality and purpose. Selected Notes Include: - "Learning language is the way to immerse into another culture" - "Kumano Kodo: Player mindset in solo hiking—respect yourself, respect nature" - "Nara's Dougong: Honest architecture language like backend code—stable, logical, no redundancy" - "AI as Modern Priest: When algorithms become spiritual counselors" Time Span: December 1-31, 2025 | 30 days of continuous recording and reflection. Blog Monthly Notes Personal Reflection Travel https://cubxxw.com/growth/posts/japan-travel-2025/ Mon, 15 Dec 2025 00:00:00 +0800 Mon, 15 Dec 2025 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/japan-travel-2025/ Summer and autumn 2025, two trips to Japan. From Hakone and Mount Fuji to Kansai autumn leaves, from Kumano Kodo to Kyoto ancient temples. A place where I learned to be with time through wood, fire, and gaps. Travel Self-Discovery Adventure Exploration A tsukubai stone water basin with a bamboo spout in a Kyoto garden, maple leaves floating on the water https://cubxxw.com/growth/posts/2025-11-thought-notes/ Sun, 30 Nov 2025 23:59:59 +0800 Sun, 30 Nov 2025 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2025-11-thought-notes/ November 2025 deep thought notes, documenting reflections across multiple dimensions: psychological mechanism exploration, urban cultural observation, historical philosophy contemplation, AI product design, religious philosophy understanding, social phenomenon insights, personal creative methods, and pilgrimage culture experiences. From the Maasai Laibon to psychological filling mechanisms, from the public nature of Hangzhou's West Lake to the comparison of ancient capitals between Xi'an and Kyoto, from the essence of war to AI as modern spiritual pastor, from Legalist self-management to systematic thinking, from the philosophy of life and death in Kumano Kodo to the concept of personal life database. Through continuous recording and thinking, exploring personal growth and deep understanding of the external world. Blog Monthly Notes Personal Reflection https://cubxxw.com/growth/posts/2025-10-thought-notes/ Fri, 31 Oct 2025 23:59:59 +0800 Fri, 31 Oct 2025 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2025-10-thought-notes/ October 2025 deep thinking notes, recording multi-dimensional reflections on urban development, tech product thinking, personal cognitive growth, and social phenomena. Covering topics from Jiaxing's development potential and high-rise building issues, K-visa policy, rapid iteration methodology, the philosophy of moving from knowing to awareness, embodied memory theory, and observations in the AI era. Blog Monthly Notes Personal Reflection Personal Growth https://cubxxw.com/growth/posts/2025-09-thought-notes/ Tue, 30 Sep 2025 23:59:59 +0800 Tue, 30 Sep 2025 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2025-09-thought-notes/ September 2025 Thought Notes - Exploring the intersection of technology and philosophy during the early autumn harvest season, recording deep reflections on the AI era, personal growth, cognitive upgrades, and the wisdom of maintaining inner clarity in a rapidly changing world. Blog Monthly Notes Personal Reflection Personal Growth https://cubxxw.com/growth/posts/2025-08-thought-notes/ Sun, 31 Aug 2025 23:59:59 +0800 Sun, 31 Aug 2025 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2025-08-thought-notes/ August 2025 monthly reflection - harnessing late summer energy, building momentum for autumn goals, and reflecting on the transformative power of consistency. Blog Monthly Notes Personal Reflection https://cubxxw.com/growth/posts/2025-07-thought-notes/ Thu, 31 Jul 2025 23:59:59 +0800 Thu, 31 Jul 2025 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2025-07-thought-notes/ July 2025 monthly reflection - diving deep into summer adventures, philosophical contemplations, and the art of balancing action with reflection. Blog Monthly Notes Personal Reflection https://cubxxw.com/growth/posts/2025-06-thought-notes/ Mon, 30 Jun 2025 23:59:59 +0800 Mon, 30 Jun 2025 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2025-06-thought-notes/ June 2025 monthly reflection - embracing the summer solstice energy, strategic planning for the second half of the year, and celebrating progress made. Blog Monthly Notes Personal Reflection https://cubxxw.com/growth/posts/metacognitive-transformation-review/ Mon, 02 Jun 2025 08:00:00 +0800 Mon, 02 Jun 2025 08:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/metacognitive-transformation-review/ A first-person account of observing automatic thoughts, emotions, and self-narratives—and using metacognitive journaling to make more deliberate choices without turning self-awareness into avoidance. Growth Personal Growth Self-Discovery Personal Reflection Learning Philosophy Psychology https://cubxxw.com/growth/posts/2025-05-thought-notes/ Sat, 31 May 2025 23:59:59 +0800 Sat, 31 May 2025 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2025-05-thought-notes/ May 2025 monthly reflection - exploring mid-year insights, creative breakthroughs, and the evolving landscape of personal and professional growth in the AI era. Blog Monthly Notes Personal Reflection https://cubxxw.com/projects/mem0/ Fri, 09 May 2025 21:33:46 +0800 Fri, 09 May 2025 21:33:46 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/projects/mem0/ A practical 2026 guide to Mem0 OSS v3: ADD-only extraction, hybrid retrieval, entity linking, governance, evaluation, and when not to use it in production. Development AI Agent Open Source Project Learning RAG LLM A quiet archive of linked memory cards illustrating Mem0 OSS v3 retrieval https://cubxxw.com/projects/UFO/ Fri, 09 May 2025 21:30:15 +0800 Thu, 30 Jul 2026 12:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/projects/UFO/ A practical analysis of Microsoft UFO³, tracing its path from Windows UI automation to Desktop AgentOS and cross-device orchestration, with limits and guidance. Development AI Agent Automation Development Open Source Microsoft UFO desktop agent architecture https://cubxxw.com/engineering/posts/argo-cd/ Fri, 09 May 2025 20:45:39 +0800 Fri, 31 Jul 2026 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/argo-cd/ Build a reliable Argo CD delivery model: understand Applications, ApplicationSets, sync and rollback semantics, version pinning, RBAC, and production security. Development Kubernetes DevOps Cloud Native Deployment Automation Security Argo CD continuously comparing desired state in Git with live Kubernetes state https://cubxxw.com/growth/posts/2025-04-thought-notes/ Wed, 30 Apr 2025 23:59:59 +0800 Wed, 30 Apr 2025 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2025-04-thought-notes/ April 2025 monthly reflection - capturing the essence of spring growth, new beginnings, and the continuous journey of learning and self-improvement. Blog Monthly Notes Personal Reflection A Songkran street water fight in Thailand, crowds spraying each other with water guns https://cubxxw.com/ai-agent/posts/ai-recommend/ Wed, 23 Apr 2025 10:39:04 +0800 Wed, 23 Apr 2025 10:39:04 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/ai-recommend/ A practical guide to LLM recommendation systems: semantic retrieval, ranking, RAG, exploration, evaluation, feedback loops, and production trade-offs. Technology AI LLM RAG Monitoring Project Learning Blank cards passing through a wooden ranking staircase toward a reader https://cubxxw.com/projects/notebooklm/ Mon, 21 Apr 2025 22:59:57 +0800 Fri, 31 Jul 2026 12:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/projects/notebooklm/ A practical 2026 guide to Gemini Notebook: grounded research, citations, Studio outputs, plan limits, privacy, mobile tradeoffs, and reliable workflows. Development AI LLM RAG Productivity Learning Context Engineering A research notebook connecting source pages, citations, and synthesized outputs https://cubxxw.com/projects/tdd/ Mon, 21 Apr 2025 15:52:34 +0800 Fri, 31 Jul 2026 10:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/projects/tdd/ A 2026 guide to test-driven development for AI and LLM systems, covering deterministic tests, evals, calibrated graders, CI risk gates, and monitoring. Development AI LLM Testing Python Go Automation A red, green, and blue testing loop surrounding an AI system https://cubxxw.com/projects/markitdown/ Mon, 21 Apr 2025 15:41:21 +0800 Mon, 21 Apr 2025 15:41:21 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/projects/markitdown/ Learn MarkItDown 0.1.6 for document-to-Markdown workflows, choose local, OCR, or Azure conversion, and test output quality before building a RAG pipeline. Development AI Open Source Python LLM RAG Project Learning Documents flowing through a measured conversion pipeline into structured Markdown https://cubxxw.com/projects/langgraph/ Sat, 19 Apr 2025 15:19:20 +0800 Sat, 19 Apr 2025 15:19:20 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/projects/langgraph/ A practical 2026 guide to LangGraph architecture: choose the right agent layer, build checkpointed StateGraphs, and recover safely from production failure. Development AI LLM Python Open Source Project Learning A checkpointed LangGraph StateGraph with recovery paths https://cubxxw.com/projects/langchain/ Wed, 16 Apr 2025 17:36:45 +0800 Fri, 31 Jul 2026 10:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/projects/langchain/ A production-minded guide to LangChain 1.x: when to call a model directly, use create_agent, or adopt LangGraph, with tested patterns for RAG and HITL. Development AI Open Source LangChain Agent RAG Python LLM A restrained editorial illustration of connected paths representing models, agents, and graph workflows https://cubxxw.com/ai-agent/posts/ai-gateway/ Wed, 16 Apr 2025 17:36:12 +0800 Wed, 16 Apr 2025 17:36:12 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/ai-gateway/ A practical comparison of LiteLLM, Kong, APISIX, Cloudflare, and Portkey across routing, cost, security, deployment boundaries, and production checks. Technology AI LLM Cloud Native Security Monitoring Open Source DevOps Several model pipelines converge at an AI Gateway where cost and governance are weighed https://cubxxw.com/ai-agent/posts/independent-developer/ Tue, 15 Apr 2025 20:53:12 +0800 Fri, 31 Jul 2026 12:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/independent-developer/ A practical 2026 roadmap for solo builders: validate demand, choose a minimal stack, ship a maintainable MVP, charge early, and preserve a clear exit path. Development Solo Builder Product Strategy Development Git Docker Testing Deployment A solo developer's path from problem validation to a maintainable MVP https://cubxxw.com/ai-agent/posts/gpt-researcher/ Mon, 14 Apr 2025 16:17:27 +0800 Fri, 31 Jul 2026 10:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/gpt-researcher/ A source-audited engineering guide to GPT Researcher: current Python APIs, Docker and MCP deployment, cost controls, benchmark limits, and production risks. Development AI Project Learning Open Source Python Docker MCP RAG GPT Researcher pipeline from query planning and retrieval to a cited report https://cubxxw.com/ai-agent/posts/jina/ Sat, 12 Apr 2025 13:01:59 +0800 Fri, 31 Jul 2026 12:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/jina/ A production-focused guide to Jina after its Elastic acquisition, covering v4/v5 embeddings, reranking, Reader, DeepSearch, MCP, licensing, and deployment. Development AI AI Search RAG Open Source Project Learning Cloud Native A layered search system connecting multimodal data, embeddings, reranking, and grounded answers https://cubxxw.com/growth/posts/2025-03-thought-notes/ Mon, 31 Mar 2025 23:59:59 +0800 Mon, 31 Mar 2025 23:59:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2025-03-thought-notes/ March 2025 monthly reflection - documenting learning, growth, challenges, and insights from my journey of continuous improvement and personal development. Blog Monthly Notes Personal Reflection Personal Growth https://cubxxw.com/growth/posts/2024-annual-review/ Wed, 12 Feb 2025 16:18:31 +0800 Wed, 12 Feb 2025 16:18:31 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2024-annual-review/ This article is my annual review of 2024, covering my experiences and reflections on travel, product development, personal growth, etc. By sharing my experiences and thoughts, I hope to bring inspiration and space for reflection to myself and my readers. Blog Annual Recap Travel Product Strategy Philosophy 2024 Annual Review https://cubxxw.com/travel/ Thu, 09 Jan 2025 00:00:00 +0800 Thu, 09 Jan 2025 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/travel/ The world is one giant online game and Earth is an open-world map — we are all players. A travel quest log archived by region, with books in the pack and digital-nomad save points. Travel Adventure Exploration https://cubxxw.com/about/ Thu, 09 Jan 2025 00:00:00 +0800 Thu, 09 Jan 2025 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/about/ Meet Xinwei Xiong (cubxxw) and his open archive of practice and thought, covering AI workflows, real projects, engineering methods, personal growth, philosophy, and life. https://cubxxw.com/engineering/posts/kubernetes-learning/ Tue, 06 Aug 2024 20:29:30 +0800 Tue, 06 Aug 2024 20:29:30 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/kubernetes-learning/ This article provides detailed Kubernetes resources and learning paths, covering CNI, CRI, CSI and core technologies in cloud-native environments. We also share some important learning resources and methods to help readers further advance in the Kubernetes ecosystem. Go Kubernetes Cloud Native Microservices https://cubxxw.com/ai-agent/posts/harnessing-language-model-applications-with-langchain-a-developer-is-guide/ Wed, 22 May 2024 21:37:34 +0800 Fri, 31 Jul 2026 10:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/harnessing-language-model-applications-with-langchain-a-developer-is-guide/ A practical LangChain 1.x guide to models, agents, middleware, memory, RAG, SQL, Ollama, and LangSmith, with runnable Python and safe migration advice. Development AI LLM Agent Python RAG Development Automation LangChain 1.x architecture connecting models, agents, memory, retrieval, and observability https://cubxxw.com/ai-agent/posts/exploring-large-language-models-llms-pioneering-ai-understanding-generation-human-language/ Wed, 15 May 2024 20:12:29 +0800 Wed, 15 May 2024 20:12:29 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/exploring-large-language-models-llms-pioneering-ai-understanding-generation-human-language/ Understand how Transformers, scaling, and RAG work—and how retrieval, citations, evaluation, security, and production rollout make LLM systems reliable. Development AI LLM RAG Context Engineering Development Testing Security From Language Models to RAG: Capabilities, Limits, and Engineering https://cubxxw.com/growth/posts/crafting-your-career-pathway-a-guide-to-open-source-resume-builders-and-expert-resume-tips/ Fri, 19 Apr 2024 00:24:22 +0800 Fri, 19 Apr 2024 00:24:22 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/crafting-your-career-pathway-a-guide-to-open-source-resume-builders-and-expert-resume-tips/ Explore a range of open-source tools designed to enhance your resume crafting experience. This guide offers professional advice on selecting the right tool and optimizing your resume to stand out in competitive job markets. Perfect for job seekers in any field looking to elevate their professional presentation. Blog Career https://cubxxw.com/engineering/posts/troubleshooting-guide-for-openim/ Tue, 16 Apr 2024 01:21:13 +0800 Tue, 16 Apr 2024 01:21:13 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/troubleshooting-guide-for-openim/ This guide provides a comprehensive overview of troubleshooting methods and debugging techniques for OpenIM, drawing on real-world development and operational experiences. Ideal for developers looking to enhance their problem-solving skills in OpenIM environments. Blog OpenIM Debugging https://cubxxw.com/engineering/posts/navigating-the-open-source-landscape/ Sat, 13 Apr 2024 20:29:22 +0800 Sat, 13 Apr 2024 20:29:22 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/navigating-the-open-source-landscape/ This article explores the various facets of engaging with open source, from understanding its impact to navigating its challenges and opportunities, providing a comprehensive guide for developers and enthusiasts interested in contributing to and benefiting from the open source community. Open Source Development https://cubxxw.com/ai-agent/posts/sora-ease-guide-mastering-sora-ai-for-developers/ Thu, 14 Mar 2024 08:44:13 +0800 Fri, 31 Jul 2026 16:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/sora-ease-guide-mastering-sora-ai-for-developers/ A 2024 SoraEase prompt archive, updated after Sora’s shutdown, with a verified timeline and practical migration lessons for developers leaving the Videos API. Development AI Development Open Source Automation Testing Content Strategy An abandoned film strip crossing a bridge toward a new modular video workflow https://cubxxw.com/growth/posts/in-2023-i-was-wandering-at-the-edge-of-the-world/ Sun, 03 Mar 2024 20:00:46 +0800 Sun, 03 Mar 2024 20:00:46 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/in-2023-i-was-wandering-at-the-edge-of-the-world/ In 2023, my journey took me to the edges of the world, where I discovered not just new landscapes, but deeper insights into myself. From the bustling streets of ancient cities to the tranquil solitude of mountaintops, every step was a story, a lesson, and a memory. This blog captures my adventures, the people I met, the cultures I experienced, and the personal growth that ensued. Join me as I recount the tales of my wanderings and the indelible marks they left on my soul. You can switch to the specified language to follow my journey more closely. Travel Self-Discovery Adventure Exploration In 2023, I Was Wandering at the Edge of the World https://cubxxw.com/ai-agent/posts/exploring-sora-technology-for-enthusiasts-and-developers/ Sat, 24 Feb 2024 13:30:15 +0800 Fri, 31 Jul 2026 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/exploring-sora-technology-for-enthusiasts-and-developers/ A dated, evidence-based review of Sora, from its 2024 research preview and Sora 2 to shutdown, safety limits, copyright risk, and API migration for developers. Development AI Development Product Strategy Security Content Strategy A timeline of Sora from research preview and product launch to shutdown https://cubxxw.com/growth/posts/combining-github-and-google-workspace-for-project-management/ Thu, 22 Feb 2024 14:22:21 +0800 Thu, 22 Feb 2024 14:22:21 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/combining-github-and-google-workspace-for-project-management/ When to run tasks in GitHub Projects versus Google Workspace, and how to two-way sync GitHub issues and pull requests with Google Sheets so technical and non-technical teams see the same project status. AI Search Project Learning https://cubxxw.com/growth/posts/brain-friendly-english-learning-strategies-tools-and-techniques-explained/ Fri, 16 Feb 2024 13:34:36 +0800 Fri, 16 Feb 2024 13:34:36 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/brain-friendly-english-learning-strategies-tools-and-techniques-explained/ Explore brain-friendly strategies for English learning, including effective tools and techniques designed to enhance language acquisition. Discover how to leverage cognitive science principles to optimize your learning process and achieve fluency faster. This guide provides insights into integrating technology and traditional methods to create a personalized learning experience that aligns with how our brains work best. Learning Inner Work https://cubxxw.com/growth/posts/flow-state/ Tue, 13 Feb 2024 11:19:38 +0800 Tue, 13 Feb 2024 11:19:38 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/flow-state/ Dive into the world of Flow State with our comprehensive guide. Learn how to harness this powerful psychological state to boost your focus, productivity, and overall happiness. Whether you're a developer, artist, or anyone looking to elevate their work and life experience, this article offers valuable insights and practical tips to achieve and maintain the flow. Join Xinwei Xiong and me as we explore the magic of Flow State, and discover how to transform your everyday tasks into opportunities for growth and fulfillment. Blog Productivity Inner Work https://cubxxw.com/growth/posts/gtd-and-the-four-quadrant-rule-practice/ Mon, 12 Feb 2024 23:34:11 +0800 Mon, 12 Feb 2024 23:34:11 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/gtd-and-the-four-quadrant-rule-practice/ This article explores the integration of the GTD (Getting Things Done) methodology and the Quadrant Method for prioritizing tasks. It aims to provide insights on enhancing productivity and efficiency through structured task management and reflection practices. By adopting these strategies, individuals can optimize their workflow, reduce stress, and focus more on achieving their long-term goals. Practical tips and a step-by-step guide on implementing these methods with tools like TickTick are also included, making it a valuable resource for anyone looking to improve their time management skills. Blog Productivity https://cubxxw.com/engineering/posts/directives-and-the-use-of-automation-tools/ Thu, 25 Jan 2024 15:22:36 +0800 Thu, 25 Jan 2024 15:22:36 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/directives-and-the-use-of-automation-tools/ A deep dive into Go directives and code-generation tooling. Learn how go generate and related automation tools reduce boilerplate by producing repetitive, project-specific code before compilation, saving time and cutting down on manual errors. Blog Go https://cubxxw.com/engineering/posts/concurrent-type-checking-and-cross-platform-development-in-go/ Wed, 24 Jan 2024 22:40:15 +0800 Wed, 24 Jan 2024 22:40:15 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/concurrent-type-checking-and-cross-platform-development-in-go/ Explore the intricacies of concurrent type checking and efficient cross-platform development techniques in Go programming, illustrating best practices and advanced concepts for robust application development. Go Development Parallel conveyor lanes pass identical blocks through architecture-sized gauges, catching one cross-platform type mismatch https://cubxxw.com/ai-agent/posts/vector-database-learning/ Sat, 20 Jan 2024 12:57:15 +0800 Sat, 20 Jan 2024 12:57:15 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/vector-database-learning/ An introduction to vector databases for AI applications. Starts from the prerequisites, the basics of vectors, similarity measures such as cosine similarity, and database indexing, then explains how vector databases differ from traditional databases and where they fit in AI. Blog AI https://cubxxw.com/engineering/posts/openim-building-an-efficient-version-control-and-testing-workflow/ Mon, 15 Jan 2024 21:13:07 +0800 Mon, 15 Jan 2024 21:13:07 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/openim-building-an-efficient-version-control-and-testing-workflow/ The success of an open-source project largely depends on its quality management and collaborative processes. In the OpenIM open-source community, the standardization of project management and testing processes is crucial to ensure the quality and stability of the codebase. This document provides a brief overview of our testing strategy, branch management, quality control policies, and how they are applied to the main branch, PR testing branches, and stable release branches to meet the needs of developers, testers, and community managers. Additionally, we will introduce the standards, testing schemes, and project management strategies of the OpenIM open-source community, aiming to provide clear guidance to ensure project stability and sustainability. Blog OpenIM Git https://cubxxw.com/ai-agent/posts/emerging-challenges-and-trends-in-2024/ Sun, 14 Jan 2024 22:52:24 +0800 Thu, 30 Jul 2026 22:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/emerging-challenges-and-trends-in-2024/ A 2026 reassessment of 2024 AI field notes, covering model emergence, Prefix LM, LoRA, QLoRA, agents, and the engineering required for reliable RAG today. Development AI LLM RAG Agent Monitoring From 2024 AI field notes to a reliable production RAG system https://cubxxw.com/growth/posts/2023-annual-summary-reflections-and-aspirations/ Sat, 30 Dec 2023 20:56:20 +0800 Sat, 30 Dec 2023 20:56:20 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/2023-annual-summary-reflections-and-aspirations/ My 2023 journey: A reflection on personal and professional growth, challenges faced, and aspirations for the future. Dive into my experiences and lessons learned in the realms of open-source contributions, reading, learning, outdoor adventures, and strategic career planning. Blog Personal Growth Career Personal Reflection https://cubxxw.com/engineering/posts/gitops-practice-theory-part/ Sat, 25 Nov 2023 18:00:31 +0800 Sat, 25 Nov 2023 18:00:31 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/gitops-practice-theory-part/ Explore the practice of GitOps in Kubernetes, with a detailed analysis of implementing Canary and Blue-Green deployment strategies using Argo Rollouts. This article provides in-depth theoretical and practical guidance for developers to optimize their continuous deployment processes. GitOps Kubernetes DevOps https://cubxxw.com/engineering/posts/deployment-and-design-of-management-backend-and-monitoring/ Wed, 15 Nov 2023 11:25:54 +0800 Wed, 15 Nov 2023 11:25:54 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/deployment-and-design-of-management-backend-and-monitoring/ This post guides you through the process of deploying OpenIM using Docker, setting up the management backend, and monitoring the application. It provides detailed steps for beginners and insights for more advanced users. OpenIM Docker Monitoring https://cubxxw.com/engineering/posts/hugo-advanced-tutorial/ Mon, 06 Nov 2023 13:44:09 +0800 Mon, 06 Nov 2023 13:44:09 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/hugo-advanced-tutorial/ hugo advanced tutorial Blog Hugo https://cubxxw.com/engineering/posts/kubernetes-for-kustomize-learning/ Tue, 31 Oct 2023 21:30:19 +0800 Tue, 31 Oct 2023 21:30:19 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/kubernetes-for-kustomize-learning/ Explore the power of Kustomize, an open-source configuration management tool for Kubernetes. Learn how to customize Kubernetes objects and manage configurations declaratively using Kustomize. Understand the integration with kubectl and Helm, and discover best practices for Kubernetes configuration management. Blog Kubernetes https://cubxxw.com/engineering/posts/openim-use-harbor-build-enterprise-mirror-repositories/ Wed, 25 Oct 2023 10:45:38 +0800 Wed, 25 Oct 2023 10:45:38 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/openim-use-harbor-build-enterprise-mirror-repositories/ Discover how to set up a robust image repository using Harbor, a powerful open-source container image registry. This step-by-step guide covers the installation and configuration of Harbor, including the use of Helm charts and Cert-manager for secure HTTPS connections. Learn how to push Docker images to your Harbor repository, configure DNS resolution, and even explore the option of using AWS S3 for scalable image storage. Harness the full potential of Harbor to streamline your container image management and reduce storage costs while ensuring security and reliability. Blog OpenIM Docker https://cubxxw.com/engineering/posts/learn-about-automated-testing/ Sat, 14 Oct 2023 10:27:43 +0800 Sat, 14 Oct 2023 10:27:43 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/learn-about-automated-testing/ Automated testing practices and strategies for GitHub open source Go projects in the cloud native field Blog Git DevOps https://cubxxw.com/engineering/posts/deep-dive-into-the-components-of-kubernetes-scheduler/ Thu, 28 Sep 2023 20:29:30 +0800 Thu, 28 Sep 2023 20:29:30 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/deep-dive-into-the-components-of-kubernetes-scheduler/ Explore how Kubernetes scheduler component works, how it decides which node to place containers on, and its importance for cluster management and container orchestration. Blog Go Kubernetes https://cubxxw.com/engineering/posts/deep-dive-into-the-components-of-kubernetes-kubectl/ Thu, 28 Sep 2023 20:29:30 +0800 Thu, 28 Sep 2023 20:29:30 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/deep-dive-into-the-components-of-kubernetes-kubectl/ kubelet architecture, kubelet core processes for Pod management, kubelet node management, Pod management Development Go Kubernetes https://cubxxw.com/engineering/posts/deep-dive-into-the-components-of-kubernetes-cni-csi-cri/ Thu, 28 Sep 2023 20:29:30 +0800 Thu, 28 Sep 2023 20:29:30 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/deep-dive-into-the-components-of-kubernetes-cni-csi-cri/ In-depth exploration of CNI (Container Network Interface), CRI (Container Runtime Interface), and CSI (Container Storage Interface) in Kubernetes. This article provides detailed explanations of these key components' functions and their importance in cloud-native environments. Go Kubernetes OpenIM Cloud Native Microservices Three interchangeable runtime, network, and storage modules connect to one orchestration chassis through standardized couplings https://cubxxw.com/engineering/posts/deep-dive-into-the-components-of-kubernetes-kube-apiserver/ Thu, 28 Sep 2023 20:12:51 +0800 Thu, 28 Sep 2023 20:12:51 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/deep-dive-into-the-components-of-kubernetes-kube-apiserver/ Each request to the Kubernetes API will go through multi-stage access control before it is accepted, including authentication, authorization and admission control (Admission Control), etc. Blog Kubernetes https://cubxxw.com/engineering/posts/deep-dive-into-the-components-of-kubernetes-etcd/ Thu, 28 Sep 2023 20:03:35 +0800 Thu, 28 Sep 2023 20:03:35 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/deep-dive-into-the-components-of-kubernetes-etcd/ Explore the inner workings and components of Kubernetes Etcd in-depth, understanding its role and significance in the Kubernetes ecosystem. Blog Kubernetes Go https://cubxxw.com/engineering/posts/openim-cluster-deployment-parameter-passing-policy/ Mon, 18 Sep 2023 22:49:14 +0800 Mon, 18 Sep 2023 22:49:14 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/openim-cluster-deployment-parameter-passing-policy/ Centralize Kubernetes port settings in config files while preserving argument overrides, environment variables, deployment flexibility, and compatibility. Blog OpenIM https://cubxxw.com/engineering/posts/openim-cluster-deployment-scheme-of/ Sun, 17 Sep 2023 09:51:54 +0800 Sun, 17 Sep 2023 09:51:54 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/openim-cluster-deployment-scheme-of/ This article mainly introduces the clustering design of OpenIM, including infrastructure design, CI/CD, containerization, microservice optimization, monitoring and alarm, security, etc. Blog OpenIM Kubernetes Cloud Native https://cubxxw.com/engineering/posts/openim-open-source-business-journey/ Sun, 17 Sep 2023 09:51:54 +0800 Sun, 17 Sep 2023 09:51:54 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/openim-open-source-business-journey/ Reflect on the commercialization of open source software and share insights from attending the Global Traffic Conference (GTC), focusing on key takeaways and learnings. Blog https://cubxxw.com/engineering/posts/the-art-of-asking-questions-in-open-source-communities/ Sun, 17 Sep 2023 03:35:17 +0800 Sun, 17 Sep 2023 03:35:17 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/the-art-of-asking-questions-in-open-source-communities/ Master the art of asking questions in open source communities, including how to ask good questions, etiquette, and best practices. Blog https://cubxxw.com/engineering/posts/open-source-contribution-guidelines/ Sat, 16 Sep 2023 16:40:53 +0800 Sat, 16 Sep 2023 16:40:53 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/open-source-contribution-guidelines/ Learn open source contribution guidelines, GitHub workflow, and best practices for participating in open source communities. Blog Open Source https://cubxxw.com/engineering/posts/cross-platform-compilation/ Sat, 16 Sep 2023 16:21:52 +0800 Sat, 16 Sep 2023 16:21:52 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/cross-platform-compilation/ Cross-building multi-arch Docker images with buildx and QEMU: adjusting base images and dependency URLs per target architecture, why complex builds still need real ARM hardware, and how to verify with buildx imagetools inspect. Blog Go One modular core passes through adapters into three architecture-specific housings before final inspection https://cubxxw.com/engineering/posts/github-actions-advanced-techniques/ Sat, 16 Sep 2023 16:17:02 +0800 Sat, 16 Sep 2023 16:17:02 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/github-actions-advanced-techniques/ Build custom GitHub Actions with Docker or composite steps, wire up concurrency groups, GITHUB_TOKEN permissions, and dependency caching, then automate packaging, Docker image deploys, and project-board updates end to end. Blog DevOps https://cubxxw.com/engineering/posts/openim-devops-design/ Sat, 16 Sep 2023 16:13:36 +0800 Sat, 16 Sep 2023 16:13:36 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/openim-devops-design/ Explore DevOps culture and agile development in OpenIM project, covering CI/CD, automation, and team collaboration. Blog OpenIM https://cubxxw.com/engineering/posts/go-release-tools/ Sat, 16 Sep 2023 16:07:39 +0800 Wed, 29 Jul 2026 14:05:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/go-release-tools/ Learn GoReleaser v2 with a production-ready .goreleaser.yaml and GitHub Actions workflow that builds, signs, packages, and publishes Go releases automatically. Development Go DevOps GitHub Automation Deployment https://cubxxw.com/engineering/posts/openim-multi-process-management/ Sat, 16 Sep 2023 15:55:38 +0800 Sat, 16 Sep 2023 15:55:38 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/openim-multi-process-management/ Comprehensive guide to OpenIM process management strategies, from nohup and systemd to supervisord and Kubernetes health checks. Blog OpenIM https://cubxxw.com/growth/posts/my-first-blog/ Thu, 14 Sep 2023 08:00:00 +0800 Thu, 14 Sep 2023 08:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/my-first-blog/ This is my first blog, about my introduction Blog Personal Reflection https://cubxxw.com/engineering/posts/my-hugo/ Tue, 12 Sep 2023 14:26:20 +0800 Tue, 12 Sep 2023 14:26:20 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/my-hugo/ The story of rebuilding my blog from scratch on Hugo after losing the previous dynamic, Docker-hosted version. Why I moved to a static site generator for long-term durability, and how I chose Hugo as the foundation for a blog meant to last for decades. Blog Hugo About My Hugo teaching https://cubxxw.com/engineering/posts/openkf-multi-architecture-image/ Fri, 01 Sep 2023 14:56:14 +0800 Fri, 01 Sep 2023 14:56:14 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/openkf-multi-architecture-image/ A walkthrough of automating multi-architecture Docker image builds for the openkf project. Covers building linux/amd64 and linux/arm64 images and pushing them to Docker Hub, AliYun Container Registry, and GitHub Container Registry in a single seamless workflow. Blog OpenIM https://cubxxw.com/engineering/posts/prow-ecological-learning/ Sat, 12 Aug 2023 16:41:15 +0800 Sat, 12 Aug 2023 16:41:15 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/prow-ecological-learning/ Comprehensive guide to Prow CI/CD system for Kubernetes, covering architecture, components, plugins, and deployment. Blog Kubernetes https://cubxxw.com/engineering/posts/openim-remote-work-culture/ Thu, 13 Jul 2023 16:09:30 +0800 Thu, 13 Jul 2023 16:09:30 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/openim-remote-work-culture/ Explore OpenIM remote work culture, principles, and practices including documentation-driven development, effective meetings, and team collaboration. Blog OpenIM https://cubxxw.com/engineering/posts/advanced-githook-design/ Fri, 16 Jun 2023 16:24:59 +0800 Fri, 16 Jun 2023 16:24:59 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/advanced-githook-design/ Explore advanced techniques and best practices for designing Git hooks to enhance your development workflow. Blog Git OpenIM A mechanical quality-control line inspecting and approving changes before release https://cubxxw.com/engineering/posts/openim-offline-deployment-design/ Fri, 19 May 2023 15:20:58 +0800 Fri, 19 May 2023 15:20:58 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/openim-offline-deployment-design/ OpenIM community offline deployment design scheme, and implementation scheme Blog OpenIM https://cubxxw.com/engineering/posts/read-openim-project-sealos-openim-source-code/ Thu, 11 May 2023 16:33:09 +0800 Thu, 11 May 2023 16:33:09 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/read-openim-project-sealos-openim-source-code/ A deep dive into reading and understanding the OpenIM and Sealos source code architecture and design patterns. Blog OpenIM https://cubxxw.com/growth/posts/project-management-from-theory-to-practice/ Sun, 07 May 2023 15:12:31 +0800 Sun, 07 May 2023 15:12:31 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/project-management-from-theory-to-practice/ This post delves into the essence of project management, from foundational theories to practical applications. It covers various methodologies including the Waterfall Model, Agile, and Scrum, and emphasizes the importance of adapting management practices to the dynamic nature of projects. With a focus on the differences between traditional and agile project management, the ten knowledge areas, and the five process groups, this guide aims to equip readers with a comprehensive understanding of project management principles. Additionally, it explores efficient project startup, planning, execution, monitoring, and closure processes, supplemented by practical tools and templates for effective project management. Join us as we navigate the journey of project management from theory to practice. Blog Product Strategy https://cubxxw.com/growth/posts/stage-growth-of-open-source/ Sat, 15 Apr 2023 16:36:14 +0800 Sat, 15 Apr 2023 16:36:14 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/growth/posts/stage-growth-of-open-source/ Explore the eight stages of open source growth, from reading source code to building and commercializing your own open source projects. Blog Open Source Kubernetes Git https://cubxxw.com/ai-agent/posts/use-auto-gpt/ Sat, 18 Mar 2023 16:28:30 +0800 Fri, 31 Jul 2026 00:00:00 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/ai-agent/posts/use-auto-gpt/ Learn what changed between AutoGPT Classic and the 2026 AutoGPT Platform, why the old tutorial is unsafe, and how to migrate workflows with clear controls. Development AI Agent Automation LLM Python Docker Open Source A clockwork cart passing through controlled gates, representing the evolution from AutoGPT Classic to a governed agent platform https://cubxxw.com/engineering/posts/use-go-tools-dlv/ Fri, 24 Feb 2023 16:38:39 +0800 Fri, 24 Feb 2023 16:38:39 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/use-go-tools-dlv/ Learn how to use Delve (dlv) for Go program debugging, including local and remote debugging with VSCode, breakpoint management, and goroutine analysis. Blog Go https://cubxxw.com/engineering/posts/participating-in-this-project/ Wed, 01 Feb 2023 10:26:53 +0800 Wed, 01 Feb 2023 10:26:53 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/participating-in-this-project/ Welcome to our project about building a blockchain-based learning platform. Here, we share insights and updates on our progress. You can switch to the specified language for more detailed information. Blog Open Source Community https://cubxxw.com/engineering/posts/kubernetes-an-article-to-get-started-quickly/ Thu, 28 Apr 2022 23:38:11 +0800 Thu, 28 Apr 2022 23:38:11 +0800 熊鑫伟 (Xinwei Xiong) https://cubxxw.com/engineering/posts/kubernetes-an-article-to-get-started-quickly/ Kubernetes is an open source container orchestration engine for automating deployment, scaling, and management of containerized applications. The project is governed by the Cloud Native Computing Foundation, which is hosted by The Linux Foundation. Blog Kubernetes