https://imitation-alpha.github.io/en-hyl/blog/ English posts rewritten with a roadmap-first, intuition-before-mechanism teaching flow inspired by Lee Hung-yi. These posts were not written, reviewed, or endorsed by Lee Hung-yi. en-x-hyl Wed, 10 Jun 2026 00:00:00 +0000 https://imitation-alpha.github.io/en-hyl/blog/loop-engineering.html https://imitation-alpha.github.io/en-hyl/blog/loop-engineering.html A Lee Hung-yi-inspired teaching-style explanation—not written, reviewed, or endorsed by him—of loop engineering: schedule, state, spawn, hard oracles, and review cost. Wed, 10 Jun 2026 00:00:00 +0000 Arthur Yau https://imitation-alpha.github.io/en-hyl/blog/recursive-self-improving-ai-rubicon.html https://imitation-alpha.github.io/en-hyl/blog/recursive-self-improving-ai-rubicon.html A Lee Hung-yi-inspired teaching-style explanation—not written, reviewed, or endorsed by him—of the self-improving AI spectrum: labels, rewards, judges, tasks, harnesses, and the Rubicon. Tue, 19 May 2026 00:00:00 +0000 Arthur Yau https://imitation-alpha.github.io/en-hyl/blog/ai-self-correction-decoding-workflow-reasoning.html https://imitation-alpha.github.io/en-hyl/blog/ai-self-correction-decoding-workflow-reasoning.html A Lee Hung-yi-inspired teaching-style explanation, not written, reviewed, or endorsed by Lee Hung-yi, of why AI self-correction needs signals across decoding, workflow, and trained reasoning. Tue, 19 May 2026 00:00:00 +0000 Arthur Yau https://imitation-alpha.github.io/en-hyl/blog/ai-agent-harness-engineering.html https://imitation-alpha.github.io/en-hyl/blog/ai-agent-harness-engineering.html A Lee Hung-yi-inspired teaching-style explanation, not written, reviewed, or endorsed by Lee Hung-yi, of how tools, permissions, workflows, feedback, memory, and verification turn an LLM into a useful agent. Tue, 19 May 2026 00:00:00 +0000 Arthur Yau https://imitation-alpha.github.io/en-hyl/blog/ai-agent-research-work.html https://imitation-alpha.github.io/en-hyl/blog/ai-agent-research-work.html A Lee Hung-yi-inspired teaching-style explanation, not written, reviewed, or endorsed by Lee Hung-yi, of how agents make research first passes cheaper while verification, feasibility, and judgment become more important. Tue, 19 May 2026 00:00:00 +0000 Arthur Yau https://imitation-alpha.github.io/en-hyl/blog/ai-agent-multi-agent-interaction.html https://imitation-alpha.github.io/en-hyl/blog/ai-agent-multi-agent-interaction.html A Lee Hung-yi-inspired, not written, reviewed, or endorsed by him, explanation of multi-agent topology: agent count is not intelligence; information graphs, critique, merging, and incentives matter. Tue, 19 May 2026 00:00:00 +0000 Arthur Yau https://imitation-alpha.github.io/en-hyl/blog/ai-agent-context-engineering.html https://imitation-alpha.github.io/en-hyl/blog/ai-agent-context-engineering.html A Lee Hung-yi-inspired, not written, reviewed, or endorsed by him, explanation of context engineering: prompt-visible workspace, external memory, compression, bounded observations, sub-agents, and on-demand skills. Tue, 19 May 2026 00:00:00 +0000 Arthur Yau https://imitation-alpha.github.io/en-hyl/blog/ai-agent-systems-hung-yi-lee-summary.html https://imitation-alpha.github.io/en-hyl/blog/ai-agent-systems-hung-yi-lee-summary.html A Lee Hung-yi-inspired, not written, reviewed, or endorsed by him, explanation of agent architecture: LLM as processor, context as working set, memory as storage, tools as I/O, and harness as OS. Tue, 19 May 2026 00:00:00 +0000 Arthur Yau https://imitation-alpha.github.io/en-hyl/blog/orchestrating-coding-agents.html https://imitation-alpha.github.io/en-hyl/blog/orchestrating-coding-agents.html A Lee Hung-yi-inspired, not written, reviewed, or endorsed by him, explanation of CLI agent orchestration: tmux as workspace, Tailscale as private network, Termius as mobile I/O, and a PWA panel as control room. Tue, 28 Apr 2026 00:00:00 +0000 Arthur Yau