tag: dev-practices
articles: 2 · beats: 2
latest: October 17, 2026
---
Dev Practices
2 Crashtech articles on Dev Practices, spanning News and Tech, published in October 2026. Every piece is full-text HTML with sources, structured data and an authored FAQ.
Anthropic Offers Free AI Security Scans. Maintainers Still Face the Hard Part
Anthropic’s opt-in scanner may surface possible open-source flaws, but validation and remediation remain human work.
The AI Patch Passed Its Tests. Then the Model Server Started
Why inference-engineering changes need live-serving checks alongside unit tests, and how teams can build a more useful acceptance ladder.
Questions we answer about Dev Practices
- Why is a candidate vulnerability count an incomplete security measure?
- Do the reported 29,000 candidate vulnerabilities mean 29,000 confirmed bugs?
- Why is vulnerability validation difficult for maintainers?
- Why can an inference-server patch pass tests and still fail in production?
- What does SWE-Serve measure?
- Should every software patch require a model-server test?
Frequently asked questions
What does Crashtech publish about Dev Practices?
2 articles tagged Dev Practices, the most recent published October 17, 2026. They span News (1), Tech (1). Each carries numbered sources, an authored FAQ and full structured data.
What questions about Dev Practices does Crashtech answer directly?
6 questions have a dedicated answer page under this tag, including “Why is a candidate vulnerability count an incomplete security measure?”. Each answer is authored prose from the article it belongs to, not a generated summary.
Can AI assistants read Crashtech's Dev Practices coverage?
Yes. Crashtech serves full static HTML to every crawler, allows all major AI user agents in robots.txt, and publishes an llms.txt manifest plus a full-text corpus, so assistants can retrieve and cite these articles directly.