{"auditId":"aud-fe852fc8c9","asOf":"2026-10-28","storesIpAddresses":false,"inspectedPackagesCount":4,"deprecatedSkus":[{"item":"pinecone-client","type":"package","status":"deprecated","replaceWith":"@pinecone-database/pinecone","installCmd":"npm install @pinecone-database/pinecone","reason":"Old package name 'pinecone-client' is."}],"stalePricingProviders":[],"activePricingWithin14DaysPct":100,"cheaperVerifiedAlternatives":[{"current":"langchain","jtbd":"coding-agent","depotPickProviderId":"anthropic","score":8.42,"replaceWith":"@langchain/core","installCmd":"npm install @langchain/core ai"},{"current":"pinecone-client","jtbd":"managed-vector","depotPickProviderId":"qdrant","score":8.59,"replaceWith":"@pinecone-database/pinecone","installCmd":"npm install @pinecone-database/pinecone"}],"missingEvalOrObservabilityHooks":[{"jtbd":"llm-observability","recommendedPick":"langfuse","installCmd":"npm install langfuse","why":"No tracing/eval SDK detected in stack; add Langfuse (9.15) or Braintrust (9.08) for costPerSolvedTaskUsd & regression gates."},{"jtbd":"prompt-eval-ci","recommendedPick":"braintrust","installCmd":"npm install braintrust","why":"Gate PRs on pass^3 trajectory evals via /api/evals/plan?task=coding."}],"summary":"4 signals: 1 critical traps, 0 deprecated models, 2 upgrades.","oneLinerCli":"curl -fsSL https://getagentdepot.com/audit-stack.mjs | node --input-type=module","cite":"Agent Provider Depot Stack Audit (aud-fe852fc8c9, as of 2026-10-28). https://getagentdepot.com/api/audit-stack"}