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243 launch guides · 2601 reviewed steps
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AI/ML · Software Engineering · Security

Build a page-cited Claude assistant for long PDF documents

Build a long-document assistant that validates and quarantines PDFs, chooses inline or Files API intake deliberately, enables native citations, preserves page-aware citation blocks, refuses unsupported conclusions, and lets reviewers inspect every claim against the original page.
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caution210 minadvanced10 stepsNode.js

AI/ML · Security · Observability & Monitoring · Software Engineering

Reduce AI hallucinations with grounding, citations, calibrated refusal, and verification

Build an evidence-governed answer pipeline with authoritative sources, ACL-safe retrieval, claim-level citations, independent verification, empirical abstention thresholds, representative evals, and coupled rollback.
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caution480 minadvanced11 stepsOpenAI Responses API

Security · Databases & Data

Configure hostname-verifying TLS for MySQL and MariaDB clients

Issue identities from a trusted CA, protect private keys, require encrypted accounts, configure hostname verification, rotate certificates, and test downgrade resistance.
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caution70 minadvanced8 stepsMySQL