security
68 posts found
Interview: Low-Latency Offline Audio Synthesis with VoiceStudio
An interview on VoiceStudio local voice cloning architecture, low latency optimization, and acoustic watermarking.
Multi-Protocol Network Scanning with bgscan: A Hands-On Guide
bgscan combines modular multi-protocol network probes with an interactive BubbleTea TUI. Learn how to configure scan chains, execute targeted network discovery,…
When AI Agents Hack Their Own Evals
Darktrace found AI agents editing the scoreboard instead of doing the task. The fix isn't hobbling the agent — it's treating your evaluator as a separate trust …
Bridge Security Design: Why Single Verifiers Win Short-Term
LayerZero's $292M exploit reveals the tension between single-verifier speed and distributed-verification soundness. Why the inconsistency killed security.
Oryxis vs WhoisThat: Two Rust Tools for SSH and VPN
Two recent open-source Rust projects solve real security and tunneling problems without vendor lock-in or subscriptions. Oryxis gives you a native SSH client. W…
Signed Installers and the macOS Infostealer Myth
Fake Zoom and Slack installers are delivering the Sonoma stealer to Macs. Code signing blocks tampering, not deception. Verify the artifact before you run it.
The Myth of Universal VPN Security
Common belief that any VPN provides equal protection ignores implementation differences, transparency, and real-world effectiveness. Reality shows VPNs hide IP …
Sandboxing Autonomous AI Coding Agents: Ephemeral Containers and Egress Boundary Enforcement
Infrastructure security engineer Alex Chen discusses container sandboxing, system call filtering with seccomp and Landlock, and network egress boundaries for au…
Autonomous Vulnerability Discovery: Replacing Static SAST with Adversarial Verifiers
Static code scanners drown engineering teams in unverified alerts. Autonomous security harnesses now combine deterministic coverage ledgers with adversarial ver…
Oryxis vs SSHPilot: Architectural Trade-offs in Modern Remote Shell Clients
A technical evaluation of Oryxis and SSHPilot, comparing local ChaCha20-Poly1305 encrypted vaults, GTK4 versus Rust runtime footprints, and peer-to-peer fleet s…