Claude Inference Hooks: A Shadow-to-Enforce Release Gate
Deploy Claude inference hooks with signed-request verification, shadow review, explicit verdicts, tested failure modes, latency thresholds, incident ownership and rollback.
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APIs, retrieval systems, integrations and practical tests.
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Gemini API Key Migration: Build a 30-Field Cutover Register
Migrate Gemini API Standard keys with a 30-field register, a current September cutover decision, production-path testing, telemetry and rollback.
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Gemini Grounding: Trace Citations and Missing Source Evidence
Trace Gemini Search calls, source records and support mappings across two API surfaces, then stop structured output when provenance evidence is missing.
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Gemini Business Profile Changes: An Approval and Audit Workflow
Use Gemini with one eligible Google Business Profile through read, draft and change tiers, source-of-truth checks, approval records, public verification and rollback.
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Perplexity MCP: Hosted Server, OAuth and Custom Connectors
Compare the two Perplexity MCP directions, where credentials live, which system calls the tools, and what a private connector cannot prove about public visibility.
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Kagi Search API Migration: Test Related Searches and Preserved Links
Migrate Kagi Search API collectors by preserving raw responses, separating related queries from results, retaining original and normalized links, testing unknown types and canarying the parser.
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Perplexity Router API vs Agent API: Which Provides Web Grounding?
Compare Perplexity Router and Agent API by retrieval ownership, tool evidence, citations and fallback using a 24-field run ledger.
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Brave Search MCP for Claude: Preserve Retrieval Evidence and Citation Provenance
Brave documents a Claude and Bedrock MCP workflow for live search. Preserve the request, generated query, raw response, selected evidence, and final citation separately.
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WordPress 7.1 SEO and Performance Preparation Checklist
Prepare WordPress 7.1 on staging by testing responsive controls, theme breakpoints, interactive states, media processing, technical signals, and rollback.
