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Latest posts
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News Search API Benchmarks: Count Every Query in Your Trial
A practical news search API trial should track completed queries, useful evidence and failures separately. Use a worked example to make every denominator visible. The post News Search API Benchmarks: Count Every Query in Your Trial appeared first on Webz .
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Data Breach API: Define What Your Exposure Counts Actually Measure
Define exposure metrics before aggregating breach records. A four-record example distinguishes observations, service-account groups, secret presence and unknown identities. The post Data Breach API: Define What Your Exposure Counts Actually Measure appeared first on Webz .
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Financial News API: Extract Earnings Results Without Mixing in Guidance
A practical earnings-extraction workflow for financial news applications: preserve claim type, fiscal period, units and source context before publishing alerts. The post Financial News API: Extract Earnings Results Without Mixing in Guidance appeared first on Webz .
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Dark Web Threat Intelligence: Match AI Relay URLs Without Flagging the Wrong Host
Build precise AI relay watchlists for dark web threat intelligence: parse hosts, define matching scope and test updates without overstating what a match proves. The post Dark Web Threat Intelligence: Match AI Relay URLs Without Flagging the Wrong Host appeared first on Webz .
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RAG Security for News Search: Can an Article Change the Email Recipient?
Test whether retrieved news can redirect an AI agent's email. A controlled exercise separates useful summaries, blocked requests and actual tool execution. The post RAG Security for News Search: Can an Article Change the Email Recipient? appeared first on Webz .
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Dark Web API Integration: Separate Malware Licenses from Actor Identity
Group-IB’s SiriusQT research highlights a practical integration challenge: a shared malware license can connect samples without proving a shared operator. The post Dark Web API Integration: Separate Malware Licenses from Actor Identity appeared first on Webz .
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RAG Hallucinations in News: Define When Evidence Is Too Thin
Define claim-level evidence requirements, useful insufficient-evidence responses and review steps for news applications using retrieval-augmented generation. The post RAG Hallucinations in News: Define When Evidence Is Too Thin appeared first on Webz .
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Agentic Search for News: Review the Investigation Trail
Review response order, follow-up search budgets and investigation records before releasing a news agent. The post Agentic Search for News: Review the Investigation Trail appeared first on Webz .
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Data Breach API: Separate Ingestion Progress from Remediation
Design a data breach API integration that preserves ingestion checkpoints, remediation history and safe retries without confusing saved records with resolved exposure. The post Data Breach API: Separate Ingestion Progress from Remediation appeared first on Webz .