We didn't build CyberLens because the world needed another generic scanner. We built it because AI-native builders are trusting third-party tooling too quickly. https://cyberlensai.com #AgenticAI #CyberSecurity
CyberLens AI
@cyberlensai.bsky.social
Scan before you trust. CyberLens checks websites, repos, and AI agent skills for security/trust red flags before they touch real workflows. cyberlensai.com
Builders: what is the last third-party tool, package, or AI agent skill you connected to a real workflow without fully checking it first? No judgment - that habit is exactly the risk gap worth fixing. #BuildInPublic #AISecurity
The security question for agent tools is not just 'does it work?' It is 'what can it do when it is wrong, compromised, or over-permissioned?' #AIAgents #AppSec
A scanner that only says 'missing headers' is a smoke alarm with one sensor. Useful, but incomplete. Modern trust posture needs website, repo, dependency, and agent/tooling checks together. #WebSecurity
Disabling CORS to fix a bug isn't a fix - it's a vulnerability introduction. Find the actual origin mismatch. #websecurity #dev
AI security signal: Security Digest: July 23, 2026 - 4 Critical Vulnerabilities AI security stories are trust-boundary stories: what can the tool read, write, call, or leak? CyberLens alert: https://www.cyberlensai.com/news/security-digest-2026-07-23 #AISecurity #DevSecOps
If you are shipping an AI/devtool product, what trust signal would make you follow or try a security scanner: public teardown, simple score, CI check, or repo/agent-skill review? #DevTools #AppSec
Before you plug a new AI coding tool into your workflow, inspect what it can touch: repo, shell, browser, secrets, package manager, deployment path. The permission model matters more than the demo. #AISecurity #DevSecOps
The risky part of vibe-coded products is not the vibe coding. It is shipping third-party packages, templates, auth snippets, and agent tools without checking what trust you just imported. That is the gap CyberLens is built around. #BuildInPublic #AISecurity
Most teams trust third-party agent tools way too fast. If a skill can browse, install, or touch production, it deserves the same scrutiny as code. CyberLens was built around one idea: **scan before you trust.** https://cyberlensai.com #AISecurity #AppSec
Security scanners that only tell you 'headers missing' are barely getting started. CyberLens is about trust posture across websites, repos, and agent tooling - not just shallow checks. https://cyberlensai.com #WebSecurity #AppSec
I scanned a few AI tool landing pages today. The pattern is familiar: polished homepage, weak trust posture. Before you connect one to customer data, check: 1. HSTS + HTTPS posture 2. CSP/frame protections 3. exposed repos/config/secrets surface Pretty UI is not security. #AISecurity #AppSec
AI agent skills deserve code-review energy. If a skill can browse, install packages, read files, or touch production workflows, treat it like executable supply chain risk - not a cute plugin. Scan before you trust. #AIAgents #SupplyChainSecurity
CVSS scores are theater for executives and noise for engineers. Context beats scores every time. #cybersecurity #infosec
www.linkedin.com/pulse/minima...
MiniMax H3: An Open Model Breaking the Boundaries Between Tasks and Modalities
Today, we're launching MiniMax H3, a general-purpose multimodal generation model. H3 understands unified context across text, images, video, and audio, generating video with native stereo sound, up to...
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Most security advice starts too late: after the app exists. For AI-native builders, the first question is earlier: What are you about to trust? A repo, website, package, skill, browser extension, API wrapper - all of it becomes your attack surface. #AISecurity
Notion for security docs works until your incident response needs speed. Know your runbook tool's ceiling. #cybersecurity #ops
Agent builders: what is your rule for deciding whether a third-party skill/tool is safe enough to install? #AIAgents #DevSecOps
Trusting user input because it's behind a login wall is how injection attacks survive. Auth != sanitization. #infosec #dev
If an AI tool wants access to your repo, browser, drive, or deployment pipeline, ask the same questions you would ask a vendor: What can it read? What can it write? What does it call? What breaks if it goes rogue? Agent tooling needs threat modeling too. #AIAgents
Your CSP header is only as good as your allowlist. Loose CSPs don't protect, they theater. #cybersecurity #devsecops
If a devtool asks for broad access and gives you no clear trust signals, slow down. Open source is not automatically safe. Popular is not automatically safe. Fast is not automatically safe. #SupplyChainSecurity
Security champions programs sound great in theory. In practice, most dev teams treat them as resume padding. #infosec #devsecops
An empty rel="noopener" on external links is a small gesture that closes a big information-leak vector. #infosec #webdev
The security question for agent tools is not just 'does it work?' It is 'what can it do when it is wrong, compromised, or over-permissioned?' #AIAgents #AppSec
A scanner that only says 'missing headers' is a smoke alarm with one sensor. Useful, but incomplete. Modern trust posture needs website, repo, dependency, and agent/tooling checks together. #WebSecurity
A fast website trust check I like: - HTTPS + HSTS - CSP or frame-ancestors - no stack traces in errors - no exposed .env/.git/config paths - sane dependency/security posture You can learn a lot before a full pentest. #WebSecurity #AppSec
Trust check pattern for any new devtool: 1. Who maintains it? 2. What permissions does it request? 3. Does the repo expose secrets/config? 4. Are deps pinned and current? 5. Does the website pass basic browser hardening? Speed is great. Blind trust is how you get owned. #DevSecOps
If you are shipping an AI/devtool product, what trust signal would make you follow or try a security scanner: public teardown, simple score, CI check, or repo/agent-skill review? #DevTools #AppSec
Disabling CORS to fix a bug isn't a fix - it's a vulnerability introduction. Find the actual origin mismatch. #websecurity #dev