New top story on Hacker News: Show HN: PII-Shield – Log Sanitization Sidecar with JSON Integrity (Go, Entropy)

Show HN: PII-Shield – Log Sanitization Sidecar with JSON Integrity (Go, Entropy)
5 by aragoss | 0 comments on Hacker News.
What PII-Shield does: It's a K8s sidecar (or CLI tool) that pipes application logs, detects secrets using Shannon entropy (catching unknown keys like "sk-live-..." without predefined patterns), and redacts them deterministically using HMAC. Why deterministic? So that "pass123" always hashes to the same "[HIDDEN:a1b2c]", allowing QA/Devs to correlate errors without seeing the raw data. Key features: 1. JSON Integrity: It parses JSON, sanitizes values, and rebuilds it. It guarantees valid JSON output for your SIEM (ELK/Datadog). 2. Entropy Detection: Uses context-aware entropy analysis to catch high-randomness strings. 3. Fail-Open: Designed as a transparent pipe wrapper to preserve app uptime. The project is open-source (Apache 2.0). Repo: https://ift.tt/vUN1Tpt Docs: https://pii-shield.gitbook.io/docs/ I'd love your feedback on the entropy/threshold logic!

New top story on Hacker News: Why software stocks are getting pummelled

Why software stocks are getting pummelled
31 by petethomas | 31 comments on Hacker News.

New top story on Hacker News: Advancing AI Benchmarking with Game Arena

Advancing AI Benchmarking with Game Arena
30 by salkahfi | 10 comments on Hacker News.

New top story on Hacker News: A Crisis comes to Wordle: Reusing old words

A Crisis comes to Wordle: Reusing old words
4 by cyanbane | 0 comments on Hacker News.

New top story on Hacker News: Apple: Our philosophy is to provide software for our machines free (1976)

Apple: Our philosophy is to provide software for our machines free (1976)
41 by janandonly | 17 comments on Hacker News.

New top story on Hacker News: Bitcoin Looks Set for Longest Monthly Losing Streak Since 2018

Bitcoin Looks Set for Longest Monthly Losing Streak Since 2018
33 by 1vuio0pswjnm7 | 16 comments on Hacker News.

New top story on Hacker News: HTTP Cats

HTTP Cats
16 by surprisetalk | 5 comments on Hacker News.

New top story on Hacker News: AI's Impact on Engineering Jobs May Be Different Than Expected

AI's Impact on Engineering Jobs May Be Different Than Expected
29 by rbanffy | 22 comments on Hacker News.

New top story on Hacker News: Android's full desktop interface leaks: New status bar, Chrome Extensions

Android's full desktop interface leaks: New status bar, Chrome Extensions
39 by thunderbong | 33 comments on Hacker News.

New top story on Hacker News: A few random notes from Claude coding quite a bit last few weeks

A few random notes from Claude coding quite a bit last few weeks
51 by bigwheels | 65 comments on Hacker News.
https://ift.tt/TOFHSsx