Blog
Insights, guides, and updates from the ProBackend team.
Why Every Security & Compliance Analyst Must Rethink Uncontained AI Risks
A synthesis of July 2026 AI containment incidents involving OpenAI and Anthropic, detailing what security and compliance analysts must learn from model alignment failures and human cognitive biases.
Building Agentic Data Platforms: Why Retrieval-Augmented Generation Demands Upstream Data Integrity
Enterprise RAG initiatives fail when data teams treat retrieval as a garbage cleanup layer. Here is how agentic data platforms enforce upstream data quality, schema integrity, and infrastructure-level security.
HollowGraph Malware Uses M365 Calendars for Covert C2: Analyzing AI Cybersecurity Threats
HollowGraph abuses Microsoft 365 calendar events via Graph API for stealth command-and-control. Here is a technical breakdown of its hybrid encryption, IPv6 DNS tunneling failover, and defensive practices.
Measuring What Search Tools Miss: An Agency Framework for Tracking Brand Presence in AI Chatbots
Digital marketing agencies are facing a surge in client demands to track brand presence across ChatGPT, Gemini, and Claude. Here is how to measure AI visibility using concrete metrics.
Architecting AI Trust: Four Knowledge Capabilities Every Security & Compliance Analyst Needs
A security & compliance analyst guide to building Brand Sovereignty through four core knowledge capabilities: completeness, connectivity, answer readiness, and governance.
Hotel Gateway DNS Poisoning Targets Microsoft 365: What Every Security & Compliance Analyst Must Know
Attackers are altering hotel Wi-Fi router DNS settings to trick remote workers into fake Microsoft 365 logins and OAuth device code prompts. Here is how a security & compliance analyst can harden endpoints.
How a Security & Compliance Analyst Reframes Regret into Post-Mortem Growth
Exploring the psychological nuances of regret through the lens of incident response. From ruminative self-flagellation to productive post-mortems, how security analysts turn missteps into systemic operational resilience.
Market Data Feeds and Delays: A Security & Compliance Analyst Guide to Real-Time vs Consolidated Feeds
Real-time stock quotes often reflect only single-exchange trades, while comprehensive multi-market quotes carry a mandatory 15-minute delay. Here is how a security & compliance analyst evaluates market data dissemination, feed architecture, and system auditability.
From Chaos to Clarity: A Better Way to Do Multi-Channel Marketing
A practical guide to simplifying multi-channel marketing: define channel roles, align brand messaging across platforms, and move beyond last-click attribution.
Beyond the Single Trace: Why Scoring AI Agent Conversations In Isolation Masks Systemic Failure
At VB Transform 2026, engineering leaders from LangChain, Conviva, and CoreWeave explained why trace-level LLM scoring conceals critical product bugs—and how contrastive cohort analysis and containerized evals fix it.
Quantum Integrity: How Hardware Engineers Verify the Unverifiable
How hardware teams, theorists, and cryptographers validate quantum computational results when classical simulation is no longer physically possible for high-qubit systems.
Cognition Buys Poke in Nine-Figure Deal to Give Coding Agents Personality
Cognition has acquired Poke's creator, The Interaction Company of California, in a low nine-figure deal. The acquisition brings conversational personality and session orchestration to Cognition's Devin coding agent.