The Anthropic ban from Pentagon systems creates a new compliance category: AI supply chain risk. What startup CTOs need to know about vendor lock-in, transitive dependencies, and SOC 2.
Critical vulnerabilities in Amazon Bedrock, LangSmith, and SGLang reveal why AI vendor risk management is now a SOC 2 and EU AI Act requirement.
LeakNet ransomware uses ClickFix social engineering on hacked websites to trick users into running malicious commands. Here's what it means for your SOC 2 controls.
Ecuador carece de adecuación RGPD. Para startups vendiendo a Europa, eso significa SCCs, TIAs, y fricción de venta que Uruguay o Argentina no enfrentan.
Build-time security covers what agents are designed to do. Runtime monitoring catches what they actually do. Here's how to close the gap for SOC 2.
GlassWorm planted 72 malicious VSCode extensions on Open VSX to steal secrets and CI/CD tokens. What startups need to know about IDE security policies.
The PhantomRaven campaign uses Remote Dynamic Dependencies to steal CI/CD secrets from npm installs. What startups need to do for SOC 2 supply chain compliance.
Nine root escalation flaws in Linux AppArmor affect every Ubuntu server your SaaS runs on. Here's how to build the vulnerability management process SOC 2 requires.
A CVSS 10 authentication bypass in pac4j-jwt lets attackers forge JWTs using only a public RSA key. Here's what this means for your SOC 2 compliance.
Guardio Labs exploited AI browser 'reasoning transparency' to build a GAN-optimized phishing page that hijacked Perplexity Comet in under four minutes.
42% of cyber insurance policies now exclude AI-related incidents. But 86% of companies get discounts for AI security tools. How to land on the right side.
Five critical n8n CVEs let attackers execute code and steal every stored credential. Here's what this means for your SOC 2 vendor risk management.
Microsoft patched 84 vulnerabilities including two zero-days. The SQL Server sysadmin escalation (CVE-2026-21262) is a wake-up call for patch management and SOC 2 audit readiness.
North Korean hackers tricked a developer into AirDropping a trojanized file to their work laptop, then pivoted through CI/CD tokens and container escapes to drain crypto wallets.
A Chinese threat actor spent years inside critical infrastructure using legitimate tools to stay invisible. What this means for your monitoring and compliance strategy.
OpenAI's Codex Security scanned 1.2M commits and found 792 critical vulnerabilities. Here's what it means for your security program and how to use it.
Pakistan-aligned APT36 is using AI coding tools to mass-produce disposable malware in obscure languages. Here's what vibeware means for your security program.
Zenity Labs found attackers can hijack AI browsers like Perplexity Comet through prompt injection in calendar invites. Here's what this means for your security architecture.
Europol's takedown of the Tycoon 2FA phishing-as-a-service platform validates what we've been saying: MFA bypass is real, scalable, and your SOC 2 controls need to account for it.
The Aeternum botnet stores encrypted C2 commands on Polygon smart contracts. Here's why blockchain-based C2 changes the threat model and what security teams should do now.
Malicious Packagist packages used dependency chaining to deploy a cross-platform RAT. What developers and CTOs need to know about modern supply chain defense.
70% of enterprises run AI agents in production, but most IAM systems can't track them. Here's how to close the identity governance gap before auditors do.
The Senate's Healthcare Cybersecurity Act signals sector-specific mandates beyond SOC 2 and ISO 27001. Here's what startups selling into healthcare need to know.
New research shows LLMs can de-anonymize users from scattered online posts with 90% precision, directly threatening GDPR anonymization standards.
Thousands of leaked GCP API keys silently gained Gemini access after API enablement. Here's what developers and startups building with AI need to fix now.
The OpenClaw ClawJacked vulnerability lets malicious websites hijack locally-running AI agents via localhost WebSockets. Here's what it means for your security posture.
DeepSeek, Moonshot, and MiniMax used 24,000 fake accounts and 16 million exchanges to extract Claude's capabilities. Here's what distillation attacks mean for AI security and compliance.
An AI pentesting framework went from open-source release to zero-day exploitation in hours. Here's what HexStrike AI means for security teams and AI governance.
Adversaries are stealing encrypted data today to decrypt when quantum computers arrive. Here's what PQC means for your encryption strategy and compliance posture.
A researcher poisoned ChatGPT and Gemini with a fake hot dog championship website. Here's what data poisoning means for startups building with AI and how to protect your systems.
A new phishing-as-a-service platform bypasses MFA by proxying real login pages in real-time. Here's what it means for startup security and how to defend against it.
SaaS companies face a growing list of compliance frameworks (SOC 2, ISO 27001, GDPR, CCPA, HIPAA, PCI DSS), but most don't need all of them. Here's how to build a compliance stack based on your market, stage, and customers.
SOC 2 unlocks enterprise deals, but pursuing it too early wastes money and engineering time. Here's when startups actually need it, what it costs at different stages, and how to get compliant without stalling your product roadmap.
The developers getting 10x productivity from AI aren't writing better prompts. They've built systems around their tools. Here's exactly how.
A step-by-step guide to SOC 2 audit preparation, from scoping and readiness assessments to evidence collection and fieldwork. Includes timelines, cost breakdowns, and the controls most companies miss.
The EU AI Act's four-tier risk system isn't arbitrary. It's a constitutional requirement called proportionality. Here's how to use it to figure out which rules apply to your product.
The AI Act is a Regulation. The Product Liability Directive is a Directive. The AI Liability Directive was withdrawn entirely. Here's why the legal instrument matters for your compliance planning.
AI didn't just make coding faster. It eliminated the coordination tax that made teams necessary. Here's why one-person software companies are about to explode.
SOC 2 doesn't have to cost $50,000. Here's the specific tools, audit firms, and approach that make SOC 2 Type I achievable for under $10,000 -- with real pricing and the trade-offs at each tier.
Build a complete CI/CD security pipeline with GitHub Actions, pre-commit hooks, and free tools that catch vulnerabilities before they ship.
Every compliance framework assumes you have a team. But solo developers and micro-teams are getting SOC 2, ISO 27001, and more. Here's what's actually achievable, what it costs, and how AI changes the math.
SOC 2 is a sales tool, not a security tool. For bootstrapped founders and indie hackers, the question isn't whether to pursue it -- it's whether the ROI justifies it right now. Here's the decision framework.
Practical anonymization, pseudonymization, and data masking patterns that satisfy GDPR and CCPA requirements without crippling your analytics pipeline.
Build a complete security pipeline for $0 with free tools for SAST, SCA, DAST, secrets detection, containers, IaC, and monitoring.
Every OWASP Top 10 2025 category broken down with vulnerable code, fixed code, real breach examples, and free tools that catch each vulnerability type.
23.8 million secrets leaked on GitHub in 2024, and 60% were exploited within hours. Here's how to manage secrets from local dev to production.
Most developers bolt security on as an afterthought, paying for it later with breaches and rewrites. Here's how to build with a security-first mindset from day 0.
A practical guide to security testing your web app without enterprise budgets. Free tools, CI integration, security-focused tests, and when to hire a pro.
A prospect asked for your SOC 2 report and you don't have one. Here are the practical alternatives -- from security questionnaires to trust centers -- that can unblock deals without a $10,000+ audit.
Segregation of duties is the control that sounds impossible for solo developers. It isn't. Here's what the standards actually require, what compensating controls auditors accept, and how to document it.
SOC 2 is the security standard that enterprise buyers expect before signing contracts. Here's what it covers, how the audit works, what the report contains, and how to get there without wasting time or money.
Courts, regulators, and insurers are rewriting the rules for agentic AI. Here's what SaaS founders shipping autonomous features need to know now.
A practical architecture guide for building LLM-powered products that satisfy SOC 2, EU AI Act, and ISO 42001 requirements without rebuilding your stack.
Enterprise deals stall on security questionnaires. Here's how SaaS startups can handle SIG, CAIQ, and custom questionnaires without a dedicated security team.
SOC 2 and ISO 27001 both prove your security posture, but they work differently, cost differently, and matter to different buyers. Here's how to choose based on your market, budget, and growth stage.
Vector databases break the assumptions behind GDPR Article 17. Here's why deletion in RAG systems is architecturally different from relational databases, and how to design for it.
How I use a three-model delegation pattern with cheap orchestrators and OpenAI Codex CLI on a single cloud instance to automate blog writing, email drafts, and competitive intelligence.
Trademark search and monitoring has five properties that make it one of the strongest domain candidates for Retrieval-Augmented Generation: massive structured corpora, multi-dimensional similarity, domain expertise requirements, high accuracy demands, and a clear last-mile generation gap.
Why the 'Brussels Effect' determines your software architecture, even if you only operate in Latin America.
ISO 27001 covers security. The GDPR covers security and privacy. Here's the structural gap that catches companies off guard, sometimes to the tune of hundreds of millions of euros.
This copyright lawsuit has become the case that will define how AI companies handle data, privacy, and litigation for the next decade. Here's why the discovery orders matter more than the fair use question.
Over 50 active copyright lawsuits against AI companies are shaping what you can build. Here's what the rulings actually say and why they're product requirements in disguise.
Ecuador's data protection authority issued its first major fines in 2025. Here's how to prepare for an audit under the LOPDP and when third-party certification makes sense.
The gap between engineering and legal teams isn't about intelligence. It's about modeling. Here's how both sides can bridge it.
Why I'm starting a blog about compliance, security, and building secure digital solutions.