GitHub has developed a context-aware classifier for detecting secrets in code. The new model increases weighted acceptance of detected secrets by 11.5%. It also reduces the median scan execution time by 86%. The improvements aim to find more genuine security issues while generating fewer false positives.
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A developer has released Guitoro, a free virtual guitar accessible through a web browser. The instrument simulates playing a real guitar by using recorded audio from actual acoustic, classical, electric, and bass guitars. Users can strum using their keyboard, mouse, or touchscreen, while the interface displays chord fingerings and individual strokes. The tool includes practice features like tempo reduction to 20% speed, as well as chord tools and tuners.
An analysis from DEV Community argues that AI code review tools often fail by focusing on trivial style issues rather than critical risks. To be effective, these tools should prioritize security vulnerabilities, data handling, and missing tests in high-risk code modules. Developers are likely to mute AI review bots that generate excessive noise, with recommendations to limit feedback to the top three high-severity findings per pull request. Successful adoption requires grounding the AI in specific repository context and security policies, and treating developer feedback as crucial for tuning the system.
French regulations now require large and mid-sized companies to issue invoices through state-approved electronic platforms as of September 2026. All companies must be capable of receiving invoices electronically through these platforms, with smaller firms required to issue them starting September 2027. The reform promotes the use of structured formats like Factur-X, which combines human-readable PDFs with machine-processable data. This shift aims to automate invoice processing by extracting and validating key fields like supplier identity and payment totals before human review.
Monero is a privacy-focused cryptocurrency designed to make transactions untraceable. Its protocol obscures the sender, recipient, and transaction amount using ring signatures and stealth addresses. This differs from transparent blockchains like Bitcoin, where such data is publicly visible. The system aims to provide a decentralized financial alternative where user privacy is paramount.
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