#python#ai#bug_detection#code_audit#code_quality#code_review#developer_tools#devsecops#google_gemini#llm#react#sast#security_scanner#supabase#typescript#vite#vulnerability_scanner#xai
**DeepAudit** is an AI-powered code audit tool using multi-agent collaboration to deeply scan projects for vulnerabilities like SQL injection, XSS, and path traversal. Import code from GitHub/GitLab or paste snippets; agents plan, analyze with RAG knowledge, and verify issues via secure Docker sandbox PoCs, generating PDF reports with fix suggestions. Deploy easily with one Docker command, supports local Ollama models for privacy, and cuts traditional tools' high false positives. **You benefit** by automating secure audits like a pro hacker—saving time, reducing errors, ensuring real exploits are caught, and speeding safe releases without manual hassle.
https://github.com/lintsinghua/DeepAudit
Honored by Prof. Hiroshi Takahashi's generosity in sharing his AAS Review Paper on land-surface influences on Asian monsoon precipitation and recommending the full special issue. Grateful for such support in advancing #climatescience ! Explore his study: https://link.springer.com/article/10.1007/s00376-026-5209-3#AAS
via @aasjournal.bsky.social - Adv. Atmos. Sci.
At the Ocean-Monsoon Conference 2026, @agturnermonsoon.bsky.social of the University of Reading presented a striking visual: the same location in India, captured under drought and active monsoon conditions. Two extremes. One region. A powerful reminder of what is at stake. 🧵👇#AAS#Climatescience
via @aasjournal.bsky.social - Adv. Atmos. Sci.
#Scientific_American🇺🇸📕[PDF]⬇️
#December2025
#Monthly_Magazines
For learning, for free(dom).
@backupofmagazines
NASA faces a stalled Mars sample-return mission as funding reshapes priorities in #TechPolicy, while a promising mRNA-based personalized cancer vaccine struggles amid shrinking research budgets in the U.S., underscoring a rising #HealthCrisis. Scientists also warn that deepfakes demand new “face-ownership” rights, adding momentum to global #AIRegulation. Fresh insights into black-hole limits and rare-earth formation expand our cosmic and geologic imagination, even as #ClimateScience pushes oil and gas giants to pivot toward plastics. New antidepressant treatments and studies on small daily joys highlight a parallel #MentalHealth shift across society.
#The_National_Geographic🇺🇸📕[PDF]⬇️
#December2025
#Monthly_Magazines
For learning, for free(dom).
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This issue captures a world in transition, from ancient engineering puzzles to the fragile future of memory. Stunning visuals highlight global migration, ecological risk and cultural resilience, while scientists push deeper into #ClimateScience and #Neuroscience. A precise Mesopotamian map surprises historians, and a tribute to Jane Goodall reflects on her transformative legacy in #WildlifeResearch. The “Pictures of the Year” series showcases unforgettable scenes shaped by conflict, migration and #GlobalCulture. As melting ice reveals prehistoric secrets, explorers race against time, reminding us how fragile our world is in the age of #EarthChange and #FutureTech.
#The_Science🇺🇸📕[PDF]⬇️
16 #October2025
#Weekly_Magazines
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This week’s Science dives deep into the frontiers of #Nanoscopy, visualizing neural circuits with stunning 3D precision. From Arctic #Permafrost preserving ancient RNA viruses to #Ant colonies evolving architectural immunity, the issue spans from the microscopic to the planetary. Groundbreaking work tracks #SeaLevel change over 4.5 million years and explores durable #Hydrogen production membranes and electric control in #2Dmaterials. The “#ColdStorage” feature warns of hidden viral archives in melting ice—a chilling insight into #ClimateScience and future pandemics. A visionary issue linking biology, chemistry, and global sustainability through the lens of innovation.