exa-pack

Localize complex Exa failures across query planning, retrieval, crawling, synthesis, SDK mapping, queues, and downstream consumption. Use when operating or reviewing this Exa boundary. Trigger with "Exa advanced troubleshooting", "review Exa advanced troubleshooting", or "fix Exa advanced troubleshooting".

Choose among direct Search, staged Contents, Answer, Agent, Monitors, Websets, and Batch using explicit latency, verification, volume, and lifecycle criteria. Use when operating or reviewing this Exa boundary. Trigger with "Exa architecture variants", "review Exa architecture variants", or "fix Exa architecture variants".

Add deterministic Exa contract checks to CI while keeping live credentials, spend, and volatile web results out of ordinary pull requests. Use when operating or reviewing this Exa boundary. Trigger with "Exa ci integration", "review Exa ci integration", or "fix Exa ci integration".

Classify Exa failures by HTTP status, error tag, endpoint, and per-item crawl status before deciding whether to repair, retry, or escalate. Use when operating or reviewing this Exa boundary. Trigger with "Exa common errors", "review Exa common errors", or "fix Exa common errors".

Operate Search and Contents as an explicit two-stage retrieval workflow with bounded context, freshness, and cost. Use when operating or reviewing this Exa boundary. Trigger with "Exa core workflow a", "review Exa core workflow a", or "fix Exa core workflow a".

Run asynchronous Exa Agent research with a bounded schema, effort, terminal-state policy, citations, and cleanup decision. Use when operating or reviewing this Exa boundary. Trigger with "Exa core workflow b", "review Exa core workflow b", or "fix Exa core workflow b".

Control Exa spend through endpoint selection, bounded result and content work, per-key budgets, and response-derived cost evidence. Use when operating or reviewing this Exa boundary. Trigger with "Exa cost tuning", "review Exa cost tuning", or "fix Exa cost tuning".

Govern queries, public-web retrieval, generated summaries, citations, and downstream copies across their full retention lifecycle. Use when operating or reviewing this Exa boundary. Trigger with "Exa data handling", "review Exa data handling", or "fix Exa data handling".

Produce a minimal Exa diagnostic bundle that preserves reproducibility without exposing credentials, queries, retrieved content, or customer data. Use when operating or reviewing this Exa boundary. Trigger with "Exa debug bundle", "review Exa debug bundle", or "fix Exa debug bundle".

Deploy an Exa integration with server-side credentials, bounded concurrency, canary controls, and explicit rollback of scheduled work. Use when operating or reviewing this Exa boundary. Trigger with "Exa deploy integration", "review Exa deploy integration", or "fix Exa deploy integration".

Govern Exa membership, API and service keys, team budgets, MCP OAuth, and enterprise managed authorization through least privilege and revocation evidence. Use when operating or reviewing this Exa boundary. Trigger with "Exa enterprise rbac", "review Exa enterprise rbac", or "fix Exa enterprise rbac".

Prove a new Exa Search integration with a bounded synthetic query and content-free assertions. Use when operating or reviewing this Exa boundary. Trigger with "Exa hello world", "review Exa hello world", or "fix Exa hello world".

Contain Exa credential, data, cost, capacity, or correctness incidents while preserving safe evidence and vendor request IDs. Use when operating or reviewing this Exa boundary. Trigger with "Exa incident runbook", "review Exa incident runbook", or "fix Exa incident runbook".

Configure an Exa client without leaking credentials or mixing API-key, MCP OAuth, enterprise managed authorization, and payment-protocol trust models. Use when operating or reviewing this Exa boundary. Trigger with "Exa install auth", "review Exa install auth", or "fix Exa install auth".

Audit an Exa integration for stale search types, unsafe secrets, ignored partial failures, unbounded content work, weak citations, and orphaned asynchronous resources. Use when operating or reviewing this Exa boundary. Trigger with "Exa known pitfalls", "review Exa known pitfalls", or "fix Exa known pitfalls".

Validate Exa capacity with synthetic workload models, endpoint-specific budgets, bounded queues, and stop conditions. Use when operating or reviewing this Exa boundary. Trigger with "Exa load scale", "review Exa load scale", or "fix Exa load scale".

Build and test an Exa adapter locally using schema fixtures, recorded content-free envelopes, and an explicit opt-in live lane. Use when operating or reviewing this Exa boundary. Trigger with "Exa local dev loop", "review Exa local dev loop", or "fix Exa local dev loop".

Migrate a legacy web-search integration to Exa through semantic, filter, freshness, relevance, cost, and rollback comparisons. Use when operating or reviewing this Exa boundary. Trigger with "Exa migration deep dive", "review Exa migration deep dive", or "fix Exa migration deep dive".

Separate Exa development, staging, and production credentials, budgets, schedules, data, and observability. Use when operating or reviewing this Exa boundary. Trigger with "Exa multi env setup", "review Exa multi env setup", or "fix Exa multi env setup".

Instrument Exa calls with content-free metrics, traces, cost, and asynchronous lifecycle signals that support diagnosis without logging retrieved text. Use when operating or reviewing this Exa boundary. Trigger with "Exa observability", "review Exa observability", or "fix Exa observability".

Tune Exa search type, content mode, freshness, result count, and concurrency against measured latency and retrieval quality. Use when operating or reviewing this Exa boundary. Trigger with "Exa performance tuning", "review Exa performance tuning", or "fix Exa performance tuning".

Enforce query, domain, moderation, freshness, content, and downstream-use policy before and after Exa retrieval. Use when operating or reviewing this Exa boundary. Trigger with "Exa policy guardrails", "review Exa policy guardrails", or "fix Exa policy guardrails".

Gate an Exa-backed service on contract, security, cost, reliability, observability, and rollback evidence. Use when operating or reviewing this Exa boundary. Trigger with "Exa prod checklist", "review Exa prod checklist", or "fix Exa prod checklist".

Budget Exa throughput per endpoint and distinguish caller rate limiting from vendor overload and billing exhaustion. Use when operating or reviewing this Exa boundary. Trigger with "Exa rate limits", "review Exa rate limits", or "fix Exa rate limits".

Design an Exa architecture that separates query policy, retrieval, content handling, asynchronous state, citations, and evidence. Use when operating or reviewing this Exa boundary. Trigger with "Exa reference architecture", "review Exa reference architecture", or "fix Exa reference architecture".

Design bounded Exa retries, deadlines, partial-result behavior, and tested fallbacks by endpoint and failure class. Use when operating or reviewing this Exa boundary. Trigger with "Exa reliability patterns", "review Exa reliability patterns", or "fix Exa reliability patterns".

Isolate exa-js or exa-py behind an application-owned adapter that preserves current request semantics and safe evidence. Use when operating or reviewing this Exa boundary. Trigger with "Exa sdk patterns", "review Exa sdk patterns", or "fix Exa sdk patterns".

Threat-model Exa credentials, query intent, retrieved web content, generated output, and retained operational evidence as separate trust boundaries. Use when operating or reviewing this Exa boundary. Trigger with "Exa security basics", "review Exa security basics", or "fix Exa security basics".

Upgrade Exa SDK or API usage through a contract inventory, fixture diff, canary, and reversible dependency change. Use when operating or reviewing this Exa boundary. Trigger with "Exa upgrade migration", "review Exa upgrade migration", or "fix Exa upgrade migration".

Receive Exa Monitor events through verified signatures, replay resistance, deduplication, and fast acknowledgment. Use when operating or reviewing this Exa boundary. Trigger with "Exa webhooks events", "review Exa webhooks events", or "fix Exa webhooks events".