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📰 Dev.to · Andrei Toma

14 articles · Updated every 3 hours · View all reads

All Articles 113,178Blog Posts 122,632Tech Tutorials 28,892Research Papers 23,285News 16,818 ⚡ AI Lessons
The Power of Distributed Consensus in Autonomous SOCs
Dev.to · Andrei Toma 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Power of Distributed Consensus in Autonomous SOCs
Explore how HookProbe's 7-POD architecture utilizes distributed learning and consensus between Hydra, Alexandria, and Aegis to revolutionize edge security.
Scaling MSSP Operations: Reducing Alert Fatigue via Autonomous SOC
Dev.to · Andrei Toma 🔐 Cybersecurity ⚡ AI Lesson 1mo ago
Scaling MSSP Operations: Reducing Alert Fatigue via Autonomous SOC
Discover how MSSPs can break the 'Data Wall' and eliminate alert fatigue using HookProbe’s edge-first autonomous SOC, Neural-Kernel, and eBPF-driven defense.
We Open-Sourced 627,000 Labeled Edge-IDS Verdicts on HuggingFace
Dev.to · Andrei Toma 🧠 Large Language Models ⚡ AI Lesson 2mo ago
We Open-Sourced 627,000 Labeled Edge-IDS Verdicts on HuggingFace
HookProbe publishes the first labelled intrusion-detection dataset from a real production edge deployment — 627,853 verdicts across March and April 2026, free u
Next-Gen MSSP: Scaling Multi-Tenant Security with Edge-First IDS
Dev.to · Andrei Toma 2mo ago
Next-Gen MSSP: Scaling Multi-Tenant Security with Edge-First IDS
Learn how next-gen MSSPs leverage edge-first IDS and eBPF technology to scale multi-tenant security and eliminate the data tax crisis in modern SOC operations.
Leveraging AI-Native IDS to Combat SMB Network Intrusions
Dev.to · Andrei Toma 2mo ago
Leveraging AI-Native IDS to Combat SMB Network Intrusions
Discover how AI-native IDS and HookProbe's NAPSE engine bridge the security gap for SMBs, offering enterprise-grade protection through edge-first autonomous def
AI Black Hat vs. White Hat: The Battle for Edge Autonomy
Dev.to · Andrei Toma 🛡️ AI Safety & Ethics ⚡ AI Lesson 2mo ago
AI Black Hat vs. White Hat: The Battle for Edge Autonomy
Explore the evolving AI-driven conflict between white and black hat hackers, and how HookProbe’s 7-POD architecture secures the future of edge-first defense.
How HookProbe Detects CVE-2026-3502 (TrueConf Client) and Prevents Code Execution
Dev.to · Andrei Toma 🔐 Cybersecurity ⚡ AI Lesson 3mo ago
How HookProbe Detects CVE-2026-3502 (TrueConf Client) and Prevents Code Execution
Discover how HookProbe's Qsecbit scoring and TER integrity monitoring mitigate CVE-2026-3502, a critical vulnerability in TrueConf Client's update mechanism.
How HookProbe Detects CVE-2026-3502 (TrueConf Client)
Dev.to · Andrei Toma 🔐 Cybersecurity ⚡ AI Lesson 3mo ago
How HookProbe Detects CVE-2026-3502 (TrueConf Client)
A technical breakdown of CVE-2026-3502 affecting TrueConf Client and how HookProbe's Qsecbit scoring engine and NAPSE intelligence detect and mitigate insecure
Building an Autonomous SOC: How NAPSE and AEGIS Replace Manual Alert Triage
Dev.to · Andrei Toma 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
Building an Autonomous SOC: How NAPSE and AEGIS Replace Manual Alert Triage
SOC analysts spend 80% of their time on alert triage that leads nowhere. This article examines how HookProbe's NAPSE AI-native engine and AEGIS autonomous defen
HookProbe Hydra Engine Neutralizes Edge-Based IP Threats
Dev.to · Andrei Toma 🔐 Cybersecurity ⚡ AI Lesson 3mo ago
HookProbe Hydra Engine Neutralizes Edge-Based IP Threats
On March 25 2026, the HookProbe AEGIS system detected and neutralized coordinated scanning attempts across distributed edge nodes. This technical analysis exami