On the API and subnet side, recent work tightened social result IDs, balance checks, local playground auth, synthetic scoring, duplicate penalties, and web/X relevance rules. Small changes, but they compound into trust.

The future of DevOps is going to be LLM Security Operations - LLMSecOps 🔮🦾. This is the bet I have taken for the last 2 years - and I'm freely sharing all of my knowledge on Linkedin 🤯 Here's the thing about LLM endpoints: a user can type 6 words and drain your weekly budget. "Write a 5000-word essay on cats" - the user pays almost nothing while you pay everything. I wrote up everything I know about securing self-hosted LLM APIs: - Stack your auth (Zero Trust for the model boundary) - Budget GPU-seconds, not requests per second - Build your own safety stack because no vendor catches your mistakes Full article with code examples and the slides below 👇 x.com/thewritingdev/status/2…

[CAUGHT ON CAMERA, A SOLDIER TAKES A BRIBE] 😳😳😳 They say, “Don't take the law into your own hands—report it to the authorities.” The authorities: 🤡👇🤦🏽‍♂

It’s quite simple, he’s the foreign minister. He’s responsible for it. He’s got the same authority and power Zarif had in drafting the agreement. Also, please spare me with him being a “brilliant” strategist, he’s not. During the negotiations, before they attacked Iran, Araghchi made a public interview in english saying: “if they kill our leader, we’ll just replace him with a new one” instead of saying that we’ll burn the region into fire. What kind of message does that give? That it’s fine to kill our leader. A little after that they betrayed the negotiations and killed the leader. So no, he’s absolutely NOT a brilliant diplomat. And people have every right to be angry at him.

- Fuzzy and semantic search built in. Type "which parts handle auth" and get real results across the graph - Diff impact analysis shows what your changes will affect before you commit - Domain view maps the code to business processes, not just file structure - Layer visualization color-codes API, Service, Data, UI, and Utility automatically

Reading a complex codebase blind is officially a thing of the past. Someone just open-sourced a tool called "Understand Anything" that scans your entire repository, maps out a visual knowledge graph of every single file/function, and serves it up on an interactive dashboard. How it actually works: - Just run /understand to let 5 specialized AI agents rip through your code - Turns files, functions, and classes into visual, clickable nodes - Ask questions in plain English like "which parts handle auth" to find code instantly - Diff impact analysis shows exactly what your changes will break before you commit It's open-source, supports Claude Code, Cursor, and Gemini CLI, and is already trending at #1 on GitHub. Bookmark this for your next legacy project.

Day 60 of #80DaysOfCode 💜 ✨Had an idea but I ran into API limits, auth question, & data access challenges ✨Chose to pause the idea & focus on understanding Pixela first Started working on my “create graph” function after building user creation #Python #Rodiyyahwrites #Techgirl

Section A: Fundamentals It starts simple… but not easy: > OWASP Top 10 (and what’s underrated) > Auth vs Authorization (IDOR thinking starts here) > XSS types & detection difficulty > SQLi without tools > CORS, CSRF, headers, cookies Most fail here silently.

From Shadow IT to Scale! 🚀 @smw355 of @Obots_ai at #MCPDevSummit on the #MCP Maturity Model. ​As devs plug @claudeai & @cursor_ai into everything, malicious server risks are real. Security needs layered Identity, Auth, Access Control & Governance. 🔒🛠️

Daily Cyber Threat Summary: Chinese hackers hijack auth flow, spy on... vulpsec.com/detail/f7ODv54BH… Gamaredon Exploits WinRAR Vulnerability vulpsec.com/detail/KLPdhp4BH… #CyberSecurity

Did you know? Muharram was originally a Jewish festival. It is a copy paste of Jewish Yom kippur. According to an authentic Bukhari Hadith, the Islamic Prophet Muhammad found that Jews were observing Ashura. He asked them about its significance Jews told Muhammad that it is day when Jews were delivered out of bondage from Egypt by Biblical prophet Moses. Jesus observed it out of gratitude. Thereafter, Muhammad ordered Muslims to observe Ashura. The association with Karbala legend was a later development.

Pre-auth RCE on your SIEM. The thing you're using to detect attacks is now the attack surface. Chef's kiss.

🚀 Latest from TechLogHub Blog: **phpBB Forum Fixes Auth Bypass Bug Lurking for a Decade** Critical vulnerability allowed attackers to log in as any user (including admins) with a single HTTP request. Fixed in 3.3.17. Full story → techloghub.com/blog/phpbb-fo… Update your forums ASAP! What’s your go-to forum software? 👇 #CyberSecurity #phpBB #TechNews

Here's another one: Where was the left's concern when Obama was initiating his drone strike campaign? Obama auth 1878 drone strikes in his 8 yrs in office, killing thousands, some were women, children & American citizens! Even the leftwing CNN called him the Droner & Chief