KAEL ZHANG/AI ENGINEER & BUILDER
I Build AI That Pays For Itself.
17 years shipping software — now AI technical director in healthcare. Writing about AI tools. Five languages, one author.
$ kael latest --lang en --limit 3
→Shiwen Dialogue 046 | AI Didn't Kill Freelancing, Just One-Skill Work
→Hot Tracking 041 | 37,966 Vulnerability Reports, Only 217 Fixed
→Tech Teardown 046 | modern-web-guidance: a Manual for Coding Agents
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Shiwen Dialogue 046 | AI Didn't Kill Freelancing, Just One-Skill Work
OpenAI and Upwork jointly released a freelance research report: Single tasks that can be easily completed by ChatGPT are losing share, while the diversity of jobs that require multiple skills has increased by 45%, and AI-related project budgets have grown. This discussion covers premium integration, new types of work to clean up AI messes, and a conservative interpretation of this report.
Read moreHot Tracking 041 | 37,966 Vulnerability Reports, Only 217 Fixed
VulnCheck released a seven-month tracking report on Anthropic Project Glasswing: 442 CVEs were exploited in the wild, with only 2 being actually used; 37,966 reports were filed, but only 217 were fixed, with 1,654 duplicates; the false positive rate for curl verification was 55.9%. It was found that the narrative and actual repairs were disconnected, and the verification burden was shifted to open-source maintainers.
Read moreTech Teardown 046 | modern-web-guidance: a Manual for Coding Agents
GoogleChrome/modern-web-guidance has released v1.0.0: 209 modern Web guides jointly maintained by Chrome, Edge, Firefox, and MDN are now available as skills for coding agents to retrieve as needed, HN 209▲. This article analyzes its retrieval pipeline, mandatory triggering conditions, eight distribution channels, and the governance controversy over 'who defines modern'.
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