mlllm.ioAI news and builder lab
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Personal thinking has its own lane.

The blog carries engineering judgment, product decisions, and working theory without mixing opinions into the news feed.

published

The Skill That Builds Skills

How Skill Creator V2 became a meta-skill for designing, testing, packaging, and governing other agent skills.

2026-07-04EN
AI skillsCodexSkill Creator V2
Read
published

How I Built the Senior Xray VPN Architect AI Skill

How I turned domain knowledge about Xray-core, VLESS, REALITY, XHTTP, DNS routing, split tunneling, and client compatibility into a structured AI skill with safety boundaries, reference files, templates, and a deterministic linter.

2026-06-07EN
AI skillsXrayVPN
Read
Draft

Why AI news needs a memory layer

A note on moving from chronological feeds to story memory: deduplication, source trails, vendor maps, and trend signals.

2026-06-03EN
News MapAgentsEditorial
Outline

The builder desk is the product

How personal infrastructure, public writing, and open-source maintenance can reinforce each other without becoming a marketing site.

2026-05-20EN
mlllmWorkflowOSS
Working note

Agent workflows need receipts

A practical argument for traceable task plans, review checkpoints, and human-readable logs in multi-agent software work.

2026-05-02EN
Task-Plan v2CodexReview