Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
An attacker who can swap the model behind an API call can read every prompt and shape every response. The emerging trend in 2026 is model substitution as an attack class with its own techniques and disclosures.
Oracle Cloud's disclosure cadence and tenancy isolation story have been pressure-tested across multiple incidents. We unpack what defenders should ask of their provider regardless of vendor.
Some tool calls cannot be undone. Out-of-band confirmation is the cheapest defense for that small set, and the most expensive thing to skip.
Pure-LLM vulnerability scanners hit production around 2024. By 2026 their failure modes are documented. Reachability remains the backbone — and the LLM is most useful on top of it.
A 2026 defence program for Rust and Cargo — covering crates.io, build scripts, proc-macros, and binary provenance — anchored by Safeguard policy gates.
Two parallel inventories for software and AI assets do not survive contact with reality. A unified graph is what makes governance feasible.
Social engineering causes 68% of breaches per Verizon's 2024 DBIR. Learn how it works, common attack types, and how it threatens the software supply chain.
A senior engineer's guide to training data poisoning defenses in 2026, from split-learning detection to provenance attestation and continuous pipeline monitoring.
Practical Gitleaks configurations and workflows for 2026, including pre-commit setup, monorepo tuning, custom rules, and how to avoid the false-positive treadmill.
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