Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Researchers recently analyzed 18,000 Claude Code configuration files pulled from public GitHub repositories. What they found was straightforward and alarming: developers are already installing mistyped, misconfigured, and near-identical MCP server names — often without realizing it. The human-error condition that makes typosquatting work was already present at scale before any attacker needed to exploit it.

We’ve established the new forensic reality: a massive 72.9% inventory gap exists between the vendors you monitor and those invisible to your security. We have seen the shortcomings of SSO and its inability to holistically monitor all the vendor applications your users engage with, along with a Shadow AI explosion that is compounding both issues. The era of procurement-only discovery is over. To secure the modern cyber workforce, we must pivot from "buying-based" to usage-based discovery.

In February 2026, researchers uncovered something that should give every security leader pause. A malware operation called SmartLoader, previously known for targeting consumers who downloaded pirated software, had completely pivoted its infrastructure. SmartLoaders new target was developers, and its new entry point was a protocol most security teams had never heard of. The payload delivered to victims: every saved browser password, every cloud session token, every SSH key on the machine.

Most vulnerability programs are built to act when risk looks obvious, such as when a vulnerability lands in CISA KEV, a public exploit emerges, or EPSS rises. This approach is rational because it provides a clear, defensible trigger for action. But it often comes with delay: by the time signals are strong enough to drive consensus, the window to get ahead of risk may already be closing.

In today’s threat landscape, cybersecurity is no longer defined by the ability to detect and respond to isolated incidents. It is defined by how organizations perform under pressure, when faced with coordinated, AI-enabled, multi-vector attacks that test not only technology, but leadership, governance, and trust. Recently, Obrela had the opportunity to support a national-level cyber security drill in Qatar, working alongside our partner ecosystem.

While inherently critical to today’s businesses that run on data, implementing and enforcing data security and privacy has never been straightforward. Between collecting different types of sensitive data and deploying unique architectures, organizations cannot adopt a one-size-fits-all solution, meaning that every security architecture is unique.