AI Handoffs for 15-Minute Compliance When It Matters
Candles in the Dark: AI Handoffs for 15-Minute Compliance Compliance work has a quiet paradox: it demands speed when nothing feels urgent, and it demands...
1,559 articles in 12 categories
Cybersecurity Blog
Expert insights on cybersecurity, AI, compliance, and IT from Petronella Technology Group in Raleigh, NC.
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Spooky Season ITDR: Auditable AI Resilience During Rollbacks
Spooky Season ITDR: Auditable Resilience for AI Rollbacks Spooky Season is when teams think about what might go wrong, then quietly build ways to recover...
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HIPAA Phone Triage in 2026 With No LLM Guesswork
HIPAA Phone Triage Without LLM Hallucinations in 2026 Phone triage in healthcare is hard because the stakes are high and the data is messy. A caller may...
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How to Run Qwen3.8-Flash-Next on Two DGX Sparks Over One Cable
Our open-source recipe runs Qwen3.8-Flash-Next on two NVIDIA DGX Spark units joined by one direct QSFP cable, with the settings, speeds and limits we measured.
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Serve GLM-5.3-Flash With Full 1M Context on One DGX Station GB300
Our open-source recipe serves GLM-5.3-Flash at its full 1M context on one DGX Station GB300, with the memory trap fixed and real speeds measured.
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AI Agent Burnout Signals and the Ops Fix Before It Spirals
AI agent burnout shows up as latency creep, retry storms and falling task success, and ops teams can catch those signals before service degrades.
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Qwen3-Coder Writes Less Secure Code for U.S. Defense Prompts
Hirundo found Qwen3-Coder built hackable apps 19% more often for a U.S. defense contractor. What it means for CMMC, HIPAA, and your AI coding policy.
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Microsoft 365 Token-Replay Attacks Compromise 97 Accounts at 79 Organizations
Token-replay attacks relayed Microsoft 365 sign-ins past MFA and took over 97 accounts at 79 organizations. See the defenses that limit replayed tokens.
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Active incident at Dreamhost forcing password reset
A Dreamhost incident forced password resets over a possible authentication compromise. Learn what to verify, how to respond and what compliance requires.
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When AI Agents Doom Loop: Why Human Escalation Paths Matter
AI agent doom loops drain budgets and burn trust: the retry and self-justification cycles behind them, and the escalation paths that stop the spinning.
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AI-119 Vulcan Force Solution Targets California's May 2027 Frontier AI Deadline (Veterans
How the AI-119 Vulcan framework and California's May 2027 frontier AI deadline push defense contractors toward 72-hour incident reporting and audits.
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AI Call Center Resilience Playbooks for Real Outages
Call center outage playbooks: explicit AI operating modes, circuit breakers and role based runbooks that keep customers moving when systems fail.
